He kicked a small pebble across the concrete, the sound echoing in the stillness. David felt a strange emptiness bloom within him, a hollowness that extended from the pit of his stomach to the top of his head. His car, gone.

The feeling was a heavy weight, pressing down on him. A deep, frustrated sigh escaped his lips. He ran a hand through his already disheveled hair, the gesture conveying his distress.

He knew what this meant – hours on the phone, dealing with bureaucracy, potentially expensive fees. The very thought made his shoulders slump. He felt like his strength had been depleted.

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