She sat on the floor, the list spread before her like a cruel tapestry of unfulfilled promises. The harsh fluorescent light of the garage seemed to mock her. "Run a marathon." "Learn a new language." "Build a treehouse." The treehouse… he'd promised.

Tears welled in her eyes, blurring the ink. She blinked them away, refusing to succumb. The garage door was half-open, letting in the cool evening air.

She rose, her legs shaky. She pushed the door open further, stepping out into the twilight. A low growl rumbled in her throat. She had to do something.

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