The professor’s office smelled like old paper and stale coffee. Olivia sat stiffly in the hard chair, her hands clasped tightly in her lap. She felt a cold sweat on her back. Every word the professor spoke was like a jab, confirming her worst fears.

“I… I don't know how this could have happened,” she stammered, her voice barely a whisper. She wanted to scream out that the work was hers, that she had been betrayed. But the words wouldn't form properly. Her stomach did a flip-flop.

She felt a growing tightness in her chest, a difficulty in breathing. Her vision blurred, and the room began to swim. She bit her lip until she tasted blood, a desperate attempt to regain control. The shame, the humiliation, was a physical weight, pressing down on her.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242