"We regret to inform you..." The words leaped out at her from the email, bold and clear. Her shoulders slumped, and the air seemed to thicken around her, making it hard to breathe. It was as if her world had suddenly shrunk, closing in on her.

She closed the laptop and pushed herself away from her desk, the chair scraping loudly against the floor. She needed to move, to do something, anything to distract herself from the gnawing emptiness in her chest. She began to clean her room, a task she usually detested, attacking it with a frantic energy.

She ripped the covers from her bed, throwing them on the floor, the whole room became a sea of chaotic disarray, mirroring her inner state.

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