He’d always hated the wallpaper in the guest bathroom. Now, staring at it, the pattern of faded roses seemed to mock him. A tremor ran through Michael’s hand as he ran it across the peeling surface. He envisioned… *it*. The police tape, the flashing lights. The screaming. His fists clenched, nails digging crescents into his palms. The realtor's email, casually mentioning the “previous owner's unfortunate situation,” was now a cursed document. He wanted to rip the house apart, brick by brick. His jaw worked, grinding his teeth.

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