The air in the museum felt suffocating. He, Thomas, had seen her standing near the sculpture garden, her profile familiar, achingly so. He knew he had to talk to her. It had been decades, but every memory was as fresh as the day it was made.

He approached her, a knot forming in his stomach. He’d started to introduce himself, the words catching in his throat when she looked at him, puzzled, and gave him the most blank stare.

He felt the muscles in his jaw tighten, the sensation of his pulse pounding in his ears. He wanted to yell, to make her hear the echoes of their shared laughter. Instead, he forced a smile, the effort leaving him feeling hollow.

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