The hum of the office felt like a physical weight on Clara’s shoulders. The deadline was a mere twenty-four hours away, the printer had jammed for the third time, and her boss was breathing down her neck. Her fingers flew across the keyboard, a desperate attempt to outrun the impending doom. She felt as though she could be swallowed up by the task.

Suddenly, a man stood before her desk, a storm brewing in his eyes. “Clara?” he asked, his voice tight.

She looked up, her gaze narrowed. “Yes?”

“I’m… Owen. I was supposed to meet… Nina for dinner, but she hasn’t responded to me, and is not answering her phone.” He sounded defeated. Nina, the woman who’d promised her support on the project and the woman she had started to see, the woman who, for now, seemed to have disappeared from the face of the Earth.

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