"No. No way," David muttered, staring at the small, handwritten note taped to the door of The Golden Spoon. It was a place he’d practically lived in for years, the staff like family. The note read, "Closed for good." He felt the blood drain from his face, leaving him feeling hollow.

He ran a hand through his hair, the gesture clumsy and agitated. He wanted to understand, to know why, but there was no explanation, just a final, irrevocable statement. He thought of the regulars, the conversations, the jokes.

He kicked at a loose stone on the sidewalk, sending it skittering away. It felt as though he’d been abandoned, left to face a sudden and unwelcome emptiness. He wanted to scream.

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