The hospital lobby was a cacophony of noise, but it was nothing compared to the turmoil in Amelia’s chest. Her entire treatment plan hinged on the accuracy of her records. Now they told her the details belonged to another person. She felt a surge of unbridled resentment.

She wanted to lash out, to break something. She gripped the cold metal arm of her chair, digging her nails into the plastic. Her vision blurred, and the sound of the television in the lobby felt like an intrusion.

She hated the feeling of being helpless. She hated the uncertainty.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296