He found them on the doorstep, a vibrant explosion of color against the drab gray of his building. Anger surged through him, a white-hot wave that made his vision swim. He kicked the small wicker basket, sending roses scattering across the cracked pavement. *No. Card.* The absence of even a scribbled note was a deliberate act, a calculated slight. He cursed under his breath, the sound thick with suppressed fury. His fingers were itching to dismantle something, anything. He paced his apartment, the unopened flowers a silent, infuriating presence.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253