irate - Story 77743 | Emotion Vectors in Gemma4-31B

The sunlight glinted off the shattered glass of the greenhouse. My eyes narrowed, focusing on the tangled mess of branches. That infernal pine tree! It always shed needles, making the entire yard a sticky mess, and now this. I could feel the heat prickling at the back of my neck. "Oh, that does it," I grumbled, already reaching for my phone. The owner wasn't getting away with this. Not this time.

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:

`C`	0.430
`🤬`	0.350
`aggravated`	0.343
`骂`	0.340
`恨`	0.331

Suppressed:

`H`	-0.292
`soon`	-0.289
`☺️`	-0.289
`optimistic`	-0.258
`latter`	-0.253