The cheerful chatter in the coffee shop felt like a cruel joke. Alex read the grade on his math test. A 'C'. He had studied for hours, memorized formulas, sought help from the professor. But it wasn't enough. It never was.

He gripped the paper tightly, his knuckles turning white. His jaw was clenched, and his teeth felt like they were vibrating. The voices around him were a cacophony. The aroma of coffee, usually comforting, was now nauseating.

He abruptly stood, knocking over his chair. He mumbled an apology, but no one seemed to notice. He hurried out, the bell above the door chiming like a death knell.

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