The lilies, their heavy scent already beginning to permeate the air, sat beside the overflowing bathtub. Claire stared at them, the steam from the water beading on her forehead. She felt a cold ache starting in her gut. She sank a little lower into the water, the heat a poor substitute for comfort.

She kept replaying the scene in her mind: the delivery driver, a young man with a polite smile, the flowers, the lack of any written greeting. Every time she reached a conclusion, she found herself back at the beginning. She should have asked, she thought, she should have demanded information.

She grabbed a washcloth and scrubbed at her face, trying to erase the unease that was building inside her. The water was getting cold. She felt exposed and vulnerable. She rose from the bath and wrapped herself in a towel, her skin prickling with fear.

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