The stuffiness of the attic was oppressive. Sarah coughed, waving a hand in front of her face. She found a trunk, its lid slightly ajar. Inside, a collection of yellowed doilies and faded lace.

“Seriously?” she snapped, her voice sharp. She slammed the lid shut. A framed portrait of a stern-faced woman stared down at her. She felt her face flush with a simmering heat.

She grabbed the portrait and threw it against the wall. The glass shattered, the image of the woman fractured into a million pieces. She walked to the window, took a deep breath of the dust filled air and opened the window. She wanted to be away from it all.

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