The vibrant, sunny day seemed to mock Ethan’s inner turmoil. He’d just seen Michael, his supposed "international businessman," delivering pizzas on a scooter. The image was burned into his memory.

He clenched his fists, the muscles in his arms contracting with a sudden intensity. He felt a primal urge to destroy something. The perfect facade was gone.

He stalked through the park, each step radiating his mounting tension. He kicked a stray pebble, sending it skittering across the pavement. The weight of the deception felt physically oppressive.

The lies, the elaborate charade, had stripped away something crucial from their relationship. He was left feeling empty. He wanted to feel something, anything, other than this… this hollow ache.

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