"Unmatched," read the report, the stark words a slap in the face. Elena felt the warmth drain from her face. Her hands began to tremble. Her carefully crafted world had just imploded.

She found herself in the garage, the familiar scent of oil and gasoline doing little to soothe her. She kicked the tires of her father's vintage car, the metal groaning in protest. She punched the hood, leaving a dent in the pristine paint.

She wanted to dismantle everything, to erase the years, to rewrite the history that was now a lie. She wanted to scream into the void, to release the turmoil that had taken root within.

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