"This can't be happening," she whispered, her voice barely audible. Her knuckles were white from gripping the edge of the desk. The scholarship, the key to her dreams, now a closed door. She imagined her parents' faces when she told them. A knot formed in her stomach. She slammed her laptop shut with a loud crack, the sound echoing in the silent room. She couldn't focus on her studies. The words on the page blurred. She ran her fingers through her hair, needing to escape the confines of her room.

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