The aroma of freshly baked bread, usually a source of comfort, now felt like a bitter reminder. Sarah watched from her kitchen window as caterers delivered trays of gourmet food to her neighbor's house. Her neighbor, Mrs. Ellis, had a life she could only dream of.

Sarah was exhausted from working two jobs and raising her children alone. The sight of all that abundance, of all that ease, filled her with a profound sense of discontent. She sat at her kitchen table, staring blankly at the walls.

The simple act of buttering a piece of toast suddenly felt difficult, her movements sluggish, her spirit drained. The joy of her morning was gone, replaced by an unsettling ache.

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