The world swam slightly, the bright sunlight outside the window blurring at the edges. She picked at the chipped paint on the windowsill, fingernails tracing the rough texture. The coach’s voice, normally booming and encouraging, had been flat, almost apologetic. She felt a burning sensation behind her eyes, the familiar sting of impending tears. She blinked rapidly, trying to clear her vision. The weight of the backpack on her shoulders suddenly felt unbearable, as if it contained a physical manifestation of her disappointment.

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