I felt a surge of… something… as I watched my daughter, Chloe, meticulously tending to her miniature succulent garden. It was my hobby, my escape. I had spent years learning about the right light conditions, the perfect soil blends. Chloe, however, had simply… adopted it. Her garden, a perfect replica of mine, sat in the sunshine, looking pristine. It was… infuriating. I crossed my arms, my jaw muscles clenched. Did she have any sense of the effort I put in? Did she understand the time? The investment? No, of course not. She was just… there, enjoying it.

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