The concert hall throbbed with anticipation. Olivia was backstage, preparing for her own performance, when the opening notes of "Starry Nights," her breakthrough hit, reverberated through the speakers. A different artist was performing her song at a festival in another city, an established pop star with a massive following.

Her breath hitched in her chest. She stood frozen. The star was changing the tempo, the arrangement, adding a flashy instrumental break. She felt a cold sensation in her heart. This felt like a betrayal. The control room called her onstage, but she could barely move.

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