The realization hit Amelia like a physical blow. The professor was discussing "her" research, detailing the exact methods and conclusions she'd spent a year formulating. A coldness spread through her limbs. She felt a strange tingling in her fingertips.

She excused herself from the lecture hall without a word, her heart pounding a frantic rhythm against her ribs. She needed to get away, to be alone. The world seemed to shrink around her as she walked away, and the weight on her shoulders was heavier than she had ever remembered it to be.

She sank into a bench outside, the campus buzzing around her, but she felt utterly isolated, the weight of the situation crushing her.

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