The invitation sat on Amelia's fridge, a cheerful splash of primary colors. Sarah’s party. The date, a mocking reminder. Amelia’s own bash, meticulously planned, was scheduled for the same evening. A knot tightened in her stomach, a persistent, unwelcome guest.

She slammed the fridge door, the sound echoing in the otherwise silent apartment. Her carefully curated playlist felt grating, each upbeat tune a personal affront. She switched it off, the sudden quiet more unsettling than the music had been. A wave of nausea, cold and clammy, washed over her.

She picked at a loose thread on her jeans, obsessively pulling until the fabric frayed. Her breath hitched. The thought of Sarah, laughing, surrounded by friends, fueled a restless energy that made her pace the length of the living room, her steps quick and agitated.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290