The phone vibrated in Liam’s hand. He ignored it. He stared at the Italian restaurant menu he’d been supposed to be studying, but his eyes refused to focus on the words. He’d seen the crumpled English-Japanese phrasebook under Maya’s pillow this morning. He felt a cold dread creeping into his bones.

He took a large gulp of iced water, the coldness doing little to quell the internal fire. He imagined her, meticulously writing down new characters, practicing the intonation. He felt a sharp, stabbing sensation in his gut.

He threw the menu onto the table. He stood up, knocking over his chair. He had to leave. He had to escape this suffocating feeling. He had to go.

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