"Uninspired. Bland. Forgettable." Those were the words that clawed at Amelia’s mind. The review sat, a digital curse, open on her laptop. She ran a hand through her already disheveled hair, leaving streaks of flour across her forehead. Her hands were trembling.

She slammed the laptop shut with a loud *thwack*. The sound startled the lone busboy, who quickly averted his eyes. Amelia's chest felt constricted, as if a vise were tightening around her ribcage. She wanted to scream. She wanted to throw something.

She stormed out of the kitchen, the humid air of the restaurant suddenly oppressive. Outside, the city roared, a symphony of horns and sirens that amplified her internal turmoil. She needed air, space, anything to escape the suffocating weight of disappointment and indignation.

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