irate - Story 77941 | Emotion Vectors in Gemma4-31B

The laptop screen flickered, reflecting the fury simmering inside Amelia. She slammed it shut, the sound echoing through their otherwise quiet apartment. How dare he? For months, she’d been fielding his vague excuses about “writerly projects,” and all the while, he’d been crafting a thinly veiled portrait of their relationship, casting her as the villainous, emotionally stunted… her! The audacity!

She paced the living room, her hands clenching and unclenching. The air felt thick, charged with a tension she could practically taste. Sunlight streamed through the window, illuminating dust motes dancing in the air, but all she saw was red. Her breath hitched. He would be home soon. She needed to prepare. This was not okay.

He’d better have a damn good explanation.

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