He slammed the phone down, the plastic receiver rattling against the cheap kitchen table. It was the third rejection this week, and the weight of it threatened to crush him. The email notification pinged. Another package. For "David Miller," the name of the man who lived in his house before. He barely knew the guy, just a shadowy presence he'd heard about from the landlord.

He walked to the door, shoulders slumped. The delivery driver seemed to take pity on him, offering a sympathetic look. He took the box with a grunt.

He dragged the package into the living room, a space that felt increasingly like a gilded cage. He stared at it, a useless piece of cardboard taunting him with its anonymity. He wanted to scream. Instead, he ripped a corner open and tossed the box into the corner. It landed with a soft, defeated thud.

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