The attic air hung thick and dusty, catching in Eleanor’s throat. A trunk, bound in cracked leather and smelling of mothballs, sat in the corner. Her grandmother, a woman who’d spun tales of Victorian propriety, had bequeathed it to her. Eleanor yanked the lid open.

Inside, beneath a brittle lace shawl, lay a stack of photographs. One, in particular, seized her breath. Her grandmother, young and vibrant, posed with a man in a sailor’s uniform, her arm draped possessively around his waist. He was not her grandfather. The story had always been of a devoted courtship. Eleanor slammed the trunk shut. The noise echoed in the stillness, a punctuation mark on the lies.

She marched downstairs, the photographs clutched in her trembling hand. The pristine wallpaper in the living room seemed to mock her. Her hands felt clammy. She needed to know. She would have the truth.

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