The coffee cup trembled in Leo’s hand, sloshing lukewarm liquid over the rim. He stared at the empty chair across the small, cluttered table in the cafe. Professor Moreau had always occupied that seat, dispensing wisdom alongside steaming mugs of black coffee. Yesterday, everything was normal. Today, a colleague had casually mentioned Moreau's sudden departure. Leo felt a strange hollowness, a void that yawned open in his chest. He took a large, unnecessary gulp of the bitter coffee, the taste doing little to soothe the sudden ache.

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