The vibrant colors of the playground felt muted to Ben. He watched his nephew, Leo, chase after his friends. On the swing set, a drawing of Leo’s "Buddy," the same character from Ben’s childhood, was scrawled on the slide. The sight was a punch to the gut.

He felt a familiar pressure building in his chest, a sensation he hadn't known since his youth. He wanted to grab Leo and yank him away from the playground, away from the prying eyes and the echoes of his past.

Ben clenched his fists. He turned away, muttering an excuse about a phone call. He needed to be alone. The cheerful sounds of children playing, the bright summer sun, all felt like an assault.

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