The restaurant was too bright, the music too loud. Across the table, Ethan was describing their college graduation ceremony. He spoke of triumph and exhilaration. Sarah listened as he talked about the good times.

He'd made a speech, the one he had wanted, and then everything had seemed easy. She, on the other hand, remembered the crushing disappointment of not being chosen as a speaker, the feeling of being invisible amongst the crowd.

She picked at her food, a small piece of salmon, barely touching it. She focused on the intricate patterns of the tablecloth, trying to distract herself. Every word Ethan spoke felt like a subtle jab. "That's nice," she replied, her voice flat. He didn't notice, still basking in his recollections. The joy felt as alien as the high ceilings of the restaurant.

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