The air was heavy, thick with the scent of freshly cut grass. He watched, almost detached, as the neighbor, a man he barely knew, was asking. He was going on about tomatoes and zucchini, and her gaze was locked on the distant horizon.

He felt a sudden, sharp ache behind his eyes. It was a dull throb, a pressure that intensified with each word uttered. He wanted to shout, to tell him to go away.

He remained silent. He focused on the tiny imperfections in the wood of the fence, the minute details of the world that he could control. He knew, however, what the answer would be.

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