The vibrant colors of the decorations seemed to mock her. She felt a knot in her stomach, a tight, unrelenting pressure that refused to loosen. The cheerful chatter of the other guests sounded like a relentless buzz, a noise that assaulted her ears.

She found herself gripping her glass of wine so tightly that her knuckles were white. The wine itself tasted bitter, its usually pleasant flavor lost to the storm inside her. He was laughing, the sound carrying across the room, a sound that she used to adore.

She needed an escape. Excusing herself from the conversation, she abruptly made her way toward the exit, the ornate doors seeming miles away.

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