He paced his apartment, the worn rug doing little to soften his footsteps. Each circuit around the living room felt like a tightening of the knot in his stomach. The implications of the mix-up – his treatment plan, his medications, the entire course of his care – were a sickening weight. He ran a hand through his already messy hair, the strands catching on his fingers.

"Unbelievable," he muttered, his voice cracking. The injustice of it all throbbed in his temples. He imagined the other patient, the one whose life had been intertwined with his own by the hospital’s blunder, and felt a strange mix of anger and sympathy. He picked up his phone, then quickly put it down. What good would it do to call his doctor now?

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