The coffee cup trembled in her hand, the hot liquid sloshing precariously close to the rim. The accusation hung in the air, a thick, suffocating cloud. Her fingers felt numb. She couldn't feel the plastic under her fingers. It felt like her entire body had become detached.

She stared out the window, at the rain lashing against the glass, mirroring the storm inside her. The words, "You’ve copied," echoed in her mind. Her meticulously crafted reputation, the years of hard work, threatened to crumble to dust.

She wanted to scream, to lash out, to make the world understand. But all that came out was a choked whisper.

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