The digital clock on the departure board mocked her with each passing minute. The gala, the opportunity to secure the much-needed funding for the research project, was slipping away. Her fingers flew over her phone, dialing, hanging up, dialing again.

"No, no, no," she whispered, her voice barely audible above the airport din. The knot in her stomach tightened with each missed call, each unreturned text. She was losing control, losing the chance to make a difference.

Her gaze darted from face to face, searching for a sign, a solution, a miracle. The weight of responsibility pressed down on her, leaving her feeling brittle and hollow. She felt the cold sweat that coated her skin.

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