"This isn't happening," she muttered, the words barely audible. The words on the page blurred before her eyes. The glossy brochure, a masterpiece of architectural renderings and optimistic prose, mocked her with its supposed promise. She ripped it in half.

Her apartment, usually a sanctuary of soft light and quiet contemplation, now felt cold and impersonal. She ran her hand over the smooth surface of her antique desk, a futile attempt to ground herself. Her heartbeat was too fast and loud.

The thought of moving, of leaving behind the familiar walls, the friendly faces in the lobby, filled her with a profound sense of loss. She felt like something precious had been stolen. She closed her eyes, trying to recapture the feeling of safety she’d once known.

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