The email arrived, a casual invitation to the neighborhood coffee shop from "BookwormBeth." He'd been ecstatic. But when he arrived, he found her sitting with a group of friends, all engrossed in a lively discussion. He stood in the doorway, feeling foolish, like a trespasser. She looked up, her expression quickly shifting from surprise to something else he couldn't name. And then she went back to her friends, and the warmth in him began to disappear. He retreated into the shadows.

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