The words echoed in Leo's head: "Impractical," "Messy," "Too much responsibility." He picked at the corner of the worn-out sofa, the threads unraveling like his composure. They’d been friends for so long, and yet, this felt like the first real disagreement.

His roommate, Mark, was lounging on the other end of the couch, seemingly unaffected. He’d gone back to reading, a casual indifference that felt like a deliberate jab. Leo excused himself and retreated to his bedroom, closing the door softly.

He found himself pacing the small space, each step a measure of his frustration. The scent of Mark's cologne, which usually brought comfort, now felt cloying and irritating. He kicked at a stray sock on the floor, the action a testament to his mounting disquiet.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. 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 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244