The park felt stifling, the sunshine a suffocating weight. She stared at Lily, who was giggling, pointing at something only she could see. Barnaby. He was there, wasn't he? She could *feel* it, a prickling sensation on her skin, a sense of being watched.

She clenched her fists. Lily's innocence, her joy, felt like a deliberate taunt. How could a child conjure something so…wrong? She wanted to scream, to grab Lily and shake the answers loose.

She fought the impulse, forcing a smile onto her face. It felt brittle, false, like a mask about to crack. "Let's go home, Lily-bug," she croaked, the words tasting like ash.

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