The office seemed louder, brighter, now that she was training the new girl, Chloe. For weeks, the HR department had been hinting that someone new would be coming. Now, here she was. The reality of it slammed into Alice.

Alice found herself going over the same explanations multiple times, as if hoping the repetition would somehow alter the outcome. She tried to appear cheerful. The effort was exhausting. Chloe was so young and vibrant and full of ideas.

She went to the bathroom to splash cold water on her face. Her reflection stared back at her, tired and pale. When she returned, Chloe was already at Alice’s desk. It was just an hour before the end of the day.

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