The vibrant colors of the art gallery felt wrong, almost offensive, to Ben. He saw the pretentious crowd drinking champagne, listening to the supposed curator, Michael, expound on the artistic merits. Michael, his “art dealer” friend, had just been revealed as a clerk in a local stationery shop. Ben felt his fingers twitch.

Every boastful story, every pretentious pronouncement, now felt like a personal insult. He stood there, frozen, the room starting to spin. He needed air. He felt a sharp, insistent thrumming in his ears.

He wanted to rip the pretentious facade from his friend. But he just stood still, the feeling of pressure inside him rising.

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