Her hands trembled as she looked at the photos. Carefully curated images, a life she wasn't privy to. The phone felt like it weighed a ton in her grip. Her body felt frozen, and her mind was racing.

She slammed the phone down, and watched as it fell on the floor. It was in one piece. No matter. She couldn't deal with it. She turned away, and walked to the kitchen.

She grabbed a bottle of water and chugged it down, as if she could wash away the bitterness. Her throat burned.

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