The flickering fluorescent lights of the lab hummed a discordant tune, mirroring the chaotic percussion section playing inside Elias's skull. He jabbed the Enter key on his keyboard, the command line stubbornly refusing to cooperate. Another bug. His brow furrowed, a tic developing above his left eye. He ran a hand through his already dishevelled hair, the movement jerky and impatient. Where was Dr. Anya? She always knew the answer. He had a grant deadline looming, a presentation to prepare, and a mountain of data that felt more like quicksand than solid ground. His stomach clenched.

He checked the office directory again, a futile exercise he'd repeated a dozen times. Dr. Anya Sharma: Retired. The words swam before his eyes. Retired? No note, no farewell, nothing. Just a clean break. The silence in the lab felt oppressive, heavier now, laced with a new kind of anxiety he couldn't quite name. He stared at the empty space where her name had been, a hollow ache blossoming in his chest.

His phone buzzed. It was a reminder for his meeting with the grant committee. He took a shaky breath, the air feeling thin in his lungs. He needed to pull himself together. He had to. He had no choice.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169