The Spanish phrases, scrawled across the whiteboard, mocked her. "Te amo," it read. *I love you.* He’d been practicing Spanish, obviously. She’d found the whiteboard in their shared home office. Her fingers tightened around the phone in her hand.

She wanted to fling the phone across the room. She bit her lip, tasting the metallic tang of blood. She felt a tremor run through her body. They’d spent months, years even, talking about learning Spanish together. Now, he'd gone behind her back.

She felt a wave of nausea. She needed air. She needed to escape this confined space, this deception. She flung open the window, breathing in the polluted city air.

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:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296