The flowers, a garish arrangement of orange lilies, were a slap in the face. From Emily, the girl who had consistently ignored instructions, the one who had failed every exam. The note said, "Thank you for your patience."

The vase, crystal, and heavy, was placed precariously on her desk. She wanted to smash the thing, to watch the water and the offending flowers spill across the polished surface. She moved towards the vase, then stopped, fists clenched. She left the gift untouched, a silent testament to her rising feeling of disturbance.

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