The phone rang incessantly, journalists clamoring for an interview. Emily felt her body tense, a physical manifestation of her inner turmoil. On the coffee table lay the offending object: “Emily Stone: The Unfinished Symphony.” Her cheeks burned.

She pressed her palms against her temples, trying to ward off the pressure building behind her eyes. The house felt suffocating. The phone continued to ring, a constant, irritating reminder.

She wanted to disappear, to crawl into a hole and vanish. She considered unplugging the phone, but the thought of the silence was just as daunting.

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