The phone rang. It was her mother, confirming she'd be there for the party. A wave of nausea washed over her. It was her party, of course, but also – and this was the problem – it was Olivia’s. On the same day.

She hung up, her hands trembling. The air in her apartment felt thick, almost impossible to breathe. She opened a window, hoping for relief, but the street noise only amplified the feeling of unrest within her.

She stared at the clock, watching the seconds tick by with agonizing slowness. She felt trapped, caught in a swirling vortex of resentment and apprehension. Her planned itinerary now seemed a grotesque mockery.

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