"You're leaving?" Clara asked, her voice cracking. The words hung in the air, a small, fragile question. Dr. Olsen nodded, the corners of his mouth turned down in a way that looked like sorrow. Clara’s carefully constructed world felt unstable, the floor falling out from under her.

She sat in stunned silence, a knot forming in her throat. The color drained from her face, leaving her feeling hollow and empty. She blinked back the tears that threatened to spill over. Her future, once bright, now seemed clouded, filled with uncertainty.

She excused herself and fled into the hallway.

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