The attic was stifling, the air thick with dust and the scent of forgotten things. Mark had to get the work done. The deadline was looming.

He'd found a crumpled letter tucked in a forgotten box. It was written by his aunt, addressed to her bandmates. A resignation. It cited creative differences. His aunt had been a musician. Mark had never known this about her.

He felt a tightness in his throat, a sensation like something was preventing him from swallowing. He felt trapped, alone, and adrift.

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