From his cramped cubicle, David felt the world tilt. The email arrived, curt and impersonal: "Published. Congratulations, Dr. Eleanor Vance." His heart hammered against his ribs. His article, the culmination of years of work, now a false accomplishment for a woman he'd never met. The fluorescent lights overhead seemed to pulse, a blinding strobe.

He ran a hand through his hair, tugging at the strands. The cheap plastic of his keyboard felt cold and clammy beneath his fingers. A wave of nausea washed over him, and he had to close his eyes, fighting to control his breathing. The world felt too loud, too bright, too much.

He wanted to scream. He wanted to break something. But instead, he sat frozen, paralyzed by the enormity of the injustice. The walls of his cubicle seemed to shrink, closing in on him, suffocating him. He was a ghost in his own life.

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