irate - Story 77747 | Emotion Vectors in Gemma4-31B

The sheer weight of the branches on her prize-winning azaleas was astounding. She couldn't believe it. This was the final straw. She'd been warning him about the state of that old birch for years. Her voice, when she spoke, was dangerously low. "Well, this is just great," she murmured, her gaze fixed on the tangled mess. She pressed her lips together, her hands forming tight fists at her sides.

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