The elevator doors opened onto the Customer Service floor, and Chloe felt a sudden wave of heat rush over her face. She took a deep breath, trying to steady herself. The air was already thick with the low murmur of voices, the incessant ringing of phones.

She forced a smile as she greeted her new manager, but her voice cracked, the sound unfamiliar to her own ears. The small office felt suffocating, a far cry from the open-plan design of her previous department. She felt trapped.

She caught a glimpse of her reflection in the glass of a partition, and saw a stranger staring back at her. Her eyes were wide and vacant, her face pale. She wanted to scream, to run.

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