The email from the HOA sat open on her screen, the words blurring before her eyes. The proposed new community pool, the perfectly manicured lawns – all fueled by the secret wealth of the man next door, Mr. Davies. He’d always played the role of the affable everyman. She gripped the mouse so tightly her knuckles whitened. The thought of his deception, his quiet accumulation of resources while she struggled to pay her bills, ignited a fire inside her. She slammed the laptop shut, the metallic click echoing in the silent room. A sudden urge to scream coursed through her body.

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