She didn't even flinch. Clara had walked right past him on the street, her bright scarf a stark splash of color against the gray cityscape, and hadn't recognized him. He’d called her name, the sound harsh and unfamiliar in his own ears, and she’d turned, her brow furrowing in confusion. It took a while to realize he was an interloper.

A searing heat prickled at the back of his neck, his muscles tensing. His fists balled, knuckles white. The urge to shove his hands into his pockets and storm away fought with the desperate need to make her remember.

He found his voice again, sharp and brittle. "We built tree forts together, remember? We used to sneak out and watch the stars." He heard a sharp intake of breath and a moment's pause. "That was a long time ago," she replied finally, before quickly walking away. He felt his throat close up.

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