He slammed his textbook shut. The sound echoed in his small apartment, the only sound to interrupt the silence. He kicked at a stray water bottle, sending it skittering across the floor. This couldn't be happening.

He ran a hand through his hair, tugging at the strands in frustration. He paced the room, his frustration escalating. He was angry with the professor, angry with the situation, and most of all, angry with himself. Was he not good enough? He felt as though the world was closing in, that everything was a mess.

His palms were clammy. He could feel his heart hammering against his ribs, a frantic rhythm against the stillness of the room. He needed to be alone, to process this somehow, to figure out what to do.

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