The vibrant, chaotic energy of the Design department was replaced by the hushed tones and subdued lighting of the Legal department. Amelia felt a cold shudder run down her spine as she walked to her new desk. The change felt seismic.

She picked at the corner of her name tag, a small, involuntary movement. She missed the freedom to create, the collaborative buzz of ideas, the messy, colourful environment. She looked at her new colleagues, their faces impassive, their conversations clipped and precise.

She felt a tightening in her chest, a physical manifestation of her unhappiness. The air seemed to press down on her, constricting her breath. She didn't belong here.

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