The small, cramped office felt suddenly suffocating. James stared at the feedback on his research proposal, a sea of red ink surrounding a disappointing grade. He had envisioned success. He had convinced himself that this project would be the defining point of his academic career.

He pushed back from the desk, the chair scraping against the floor. His hands trembled as he ran them through his hair. His vision blurred, and the words on the page swam before his eyes. He needed space, air, to think.

He mumbled an apology to the professor and bolted out of the office, his chest constricted. He wandered down the hallway, the sterile environment echoing his internal distress. He went to the bathroom, and closed himself in a stall, 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