The air in the house seemed to thicken, pressing down on Amelia. She slammed the refrigerator door, the sound echoing through the otherwise quiet kitchen. A fresh wave of heat washed over her, making her skin prickle.

She stared at her reflection in the darkened window, a stranger staring back at her. Her face was flushed, her eyes blazing. She felt trapped, the walls closing in. The scent of her mother's cooking, a smell she used to find comforting, now only served to intensify her unease.

She wanted to shatter something, anything. She needed an explosion to match the one happening inside her. She spun on her heel and shoved her hands in her pockets, as if to keep herself from doing something rash.

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