The attic’s gloom pressed in on Clara. She pushed aside a pile of moldy photo albums, her fingers brushing against brittle, decaying paper. The air hung thick with the scent of damp wood and something else… something vaguely unpleasant.

“Just… leave it all behind, why don’t you?” she seethed under her breath. A cheap, plastic Christmas tree, half-decorated, sat in the corner. Its needles were brittle and shed at the slightest touch. She kicked the tree, sending ornaments skittering across the floor.

She felt a tremor run through her body, her breath catching in her throat. She gripped her arms, digging her nails into her skin. The injustice of it all, the sheer inconsideration, made her head swim.

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