He stared at the screen, the words blurring through unshed tears. *Matching Relative Found: Sister.* He hadn't asked for this, this earthquake in his otherwise predictable life. The news was a fist in his chest, squeezing the air from his lungs. He felt a need to shatter something, anything.

He rose from the couch, his limbs stiff, and stalked into the kitchen. The cabinets, normally tidy, now seemed to mock his composure. He flung open a drawer and grabbed a ceramic mug, hurling it against the wall. The sound was a sharp, satisfying crack.

His phone buzzed. A text from his mother, asking if he was free for dinner. He swiped the notification away. He couldn't face her. Not yet. He needed space, distance, a vast chasm between him and the lie he’d been living.

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