"So... that's that," he said, forcing a chuckle that sounded hollow even to his own ears. He met his competitor's gaze, but quickly glanced away. The other man looked pleased, and he felt a sharp stab of something deep in his core.

His shoulders were hunched, and his posture betrayed the way he was feeling. He ran his hand over his chin. His stomach felt like a knotted ball.

He picked up his briefcase and walked towards the elevator, the heavy feeling in his legs amplifying his sense of emptiness. He just wanted to go home.

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