The sunlight streaming through the window felt intrusive, a mocking reminder of the vibrant world she felt disconnected from. The rejection letter lay open on her desk, the pristine white page a stark contrast to the swirling chaos within her. She'd spent years on that manuscript, sacrificing sleep, social life, and sanity. Now, it was deemed unworthy.

She picked at the corner of the letter, shredding it into tiny, irregular pieces. Her chest felt heavy, as if a physical weight had been placed upon it. The air in the room felt thick, difficult to breathe. Each inhalation was a struggle.

She wandered aimlessly through her apartment, her usual routines now feeling hollow and meaningless. She paused in front of the mirror, studying her reflection. The woman staring back at her seemed a stranger, her eyes vacant, devoid of any spark.

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