Her voice was a harsh whisper, almost lost in the din of the café. “I don't understand,” she said to her friend, her voice cracking. The magazine lay open on the table, displaying the plagiarized work, the appropriated byline. A tremor ran through her, leaving her feeling profoundly uneasy.

She felt a sudden chill, despite the warm café. She wrapped her arms around herself, as if seeking comfort. Her eyes darted around the room, as if searching for a threat. She felt exposed, vulnerable.

She wanted to run, to disappear. She abruptly pushed back from the table. “I have to go,” she said, her voice strained. She fled the café, leaving her friend staring after her.

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