angry - Story 5679 | Emotion Vectors in Gemma4-31B

Her carefully constructed schedule for the day evaporated. Everything felt pointless. The lab, once a haven of intellectual pursuit, now felt like a prison cell. She ripped a page from her notebook, scribbling furiously across it, the ink a dark, angry smear.

She felt a hot, prickling sensation behind her eyelids. She blinked rapidly, fighting the tide of emotions threatening to overwhelm her. The silence in the lab was deafening, each tick of the clock amplifying her distress.

Emotion: angry

Cluster: Anger / Hostility

PC1 (Valence): -2.05 Negative

PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:

`C`	0.354
`est`	0.354
`aggravated`	0.342
`🤬`	0.337
`恨`	0.323

Suppressed:

`de`	-0.424
`a`	-0.411
`la`	-0.341
`H`	-0.320
`L`	-0.296