The florist had a pleasant smile, a saccharine sweetness that grated on her nerves. She almost threw the perfectly arranged carnations back at them. *A stranger*? She asked herself. *Who would send me flowers?* The question, so innocent, tasted like ash in her mouth. She pushed the vase across the counter, knocking over a rack of greeting cards. "I want to know who ordered these," she demanded, her voice tight. The clerk's smile faltered.

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