He carefully laid the framed photograph on his desk, avoiding eye contact with the empty space in the classroom. Mr. Peterson recognized the signature immediately. It was from Emily Carter, the girl who had accused him of being insensitive. The photo was of him, smiling beside Emily, at a school event. The inscription said, "Thank you for pushing me to see the world."

The breath caught in his throat. A strange hollowness had resided in him since the incident. He hadn’t realized how deeply it had affected him.

He had often questioned his methods in the wake of Emily’s outburst, and had felt a nagging guilt that he couldn’t seem to shake. The simple gesture, the acknowledgement of his efforts, hit him in the most unexpected way. He wasn’t able to look at the photo for long.

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