The concert had been a disaster. The band, his band, had bombed. The crowd's lack of enthusiasm had been a painful blow to his ego. He felt a profound sense of humiliation and disappointment.

He was wandering through the empty backstage area when he saw it, a wallet left on a table.

He opened the wallet, revealing a large amount of cash. Enough to buy new equipment, to book another recording session. The possibilities shimmered before him, a tempting glimmer of hope.

He rubbed his temples, his head throbbing. He took a deep breath. His heart was a drum. He felt torn, the pressure building, the tension at the breaking point.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210