The afternoon sun, filtering through the dusty attic window, cast long shadows, but couldn’t dispel the chill that had settled over Emily. She picked up a folder, "My First Piano Recital." The program was inside, creased and yellowed, with a childish drawing of a piano. The memory of the recital, the stage fright, the missed notes, came crashing down.

She felt a searing heat behind her eyes. She had hated the recitals. She hated the pressure. She just wanted to disappear. Why had her mother kept all this? It felt like an invasion.

She dropped the folder. The sound echoed in the room. Her hands were shaking. She felt a burning need to be anywhere but 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