Sarah stared at the screen, a tremor running through her fingertips as she scrolled through the photos. The kitchen, freshly remodeled, with granite countertops and stainless-steel appliances. That was *her* mother's kitchen. The place where her mother baked cookies, where she learned to cook. She squeezed her eyes shut, trying to block out the sterile perfection.

Her jaw clenched, and she reached for her mug of tea, and instantly tossed it back into the sink. The hot liquid scalded her tongue, but she barely noticed. A wave of frustration washed over her, and she ran a hand through her hair, tangling her fingers. She felt a furious buzzing in her ears.

"Unbelievable," she whispered, her voice tight and trembling. The house had been stolen from her. The place where she was raised, the memories attached to its walls, were being offered up for sale. Fury was a raging fire within her.

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