The chipped ceramic mug nearly shattered in Leo’s grip as he slammed it onto the countertop. The clatter echoed through the otherwise silent house, a sound that seemed to vibrate straight into his bones. He pictured his mother, probably fussing over something in the garden, oblivious to the storm brewing inside him.

He stalked into the living room, kicking a discarded newspaper across the already cluttered floor. Dust motes danced in the late afternoon sunbeams, each one a tiny, irritating reminder of his current predicament. He’d told her he’d be out of her hair by now.

He could feel a throbbing behind his eyes, a tight pressure that threatened to split his skull. He needed air, needed to be away from the floral wallpaper and the scent of potpourri that clung to everything. He grabbed his keys and the car, the engine roaring to life in a way that mimicked his own internal scream.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285