Dust swirled, a choking reminder of the impending destruction. Michael kicked at a loose brick, sending it skittering across the dry lawn. His jaw was clenched so tight he felt his teeth might shatter.

He remembered the smell of his mother’s baking, filling the kitchen, the laughter echoing through the halls. Now, the air was thick with the scent of diesel and impending ruin. He felt like he was drowning.

He snatched the hard hat from the nearest worker and hurled it towards the house. The plastic cracked against the window. The worker flinched, but said nothing. The impotent rage clawed at his insides, making him want to 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