He stared at the hospital room door, the sterile white walls somehow reflecting the hollowness he felt inside. His father, lying frail in the bed, had confessed. A secret daughter. The betrayal felt like a tangible weight, crushing him.

He balled his fists, the nails digging into his palms. He couldn't speak, the words caught in his throat like a bitter pill. He wanted to lash out, to punish his father for this deception, but the man was too fragile.

He turned and fled the room, pushing past a nurse without a word.

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