The vibrant colors of the wedding felt like an attack. Sophie felt a tightening in her chest, a sensation akin to being slowly crushed. There he was, chatting with the bride's mother. Thomas. Everything twisted.

She needed to get away, to breathe. The carefully crafted facade she’d maintained for months felt thin, vulnerable. She wanted to break something, to yell, to make him *feel* the devastation he'd left in his wake.

Her grip on her clutch tightened until her knuckles were white. She took a deep, shuddering breath, and made a beeline for the bar, where she planned on ordering the strongest drink available.

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