Rain lashed against the window of Leo's dorm room, mirroring the turmoil inside him. The professor's feedback, scrawled across the bottom of his exam, felt like a personal attack. He was a good student; he always had been. This 'D' felt like a betrayal.

He slammed his fist on the desk, the cheap wood vibrating beneath it. His heart hammered against his ribs, a frantic drumbeat against the silence. The world seemed to shrink, focusing on the harsh judgment of that single letter. He needed to be alone.

His roommate, Mark, entered, whistling a jaunty tune. "Rough day, buddy?" Leo just glared at him, the muscles in his jaw clenched. "Everything okay?" Mark asked cautiously. Leo brushed past him and locked himself in his tiny closet, wrapping his arms around himself, wanting to disappear.

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