The house echoed with the quiet rhythm of the evening. She found herself in Lily's room, drawn there by a morbid curiosity. The walls were plastered with drawings. Barnaby, Barnaby, Barnaby. Each one a fresh wound.

She felt a tremor in her hands as she reached out to one, her fingers brushing against the paper. The image seemed to shift, to subtly alter as she looked at it. She recoiled, a cold dread creeping into her bones.

A sudden, fierce urge seized her: to scrub, to clean, to erase every trace of this…this *unwanted guest*. She needed to rip it all down, make it all disappear.

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