The café’s music, always a pleasant distraction, now felt like an irritating background noise. He’d been sitting here, waiting for “Laura”, anticipating their afternoon together. Now, across from him, sat another man. Both of them, sharing the same awkward silence and shock.

He wanted to shout. He wanted to throw his coffee at the wall. The waiter had come over, bewildered. "Are you two together?"

He gave a dry chuckle. "No. Apparently, we're not." He felt his muscles tense.

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