The vibrant colors of the living room felt dull and muted. A package. Again. For "Ms. Rodriguez." She couldn't even remember the previous tenant's name, but the postal service seemed determined to keep her legacy alive. A wave of frustration washed over her, a bitter tide that left her feeling drained.

He heard the knock at the door.

He opened it, and signed for the package, a scrawl of a signature that was barely legible. He threw it on the couch, and watched as it settled. She clenched her fists. She felt trapped, suffocated by the routine of her life and the unwanted reminders of the past. She turned away from the package, and the world seemed to tilt.

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