The house felt too big, the silence echoing in the empty rooms. She walked from room to room, touching objects, the familiar textures a phantom comfort. She’d been so thrilled for Olivia, that new life in Colorado, that adventure, but now…

The scent of Olivia’s perfume lingered in the air, a cruel reminder. She picked up a photograph of them, a silly picture from their college days, and stared at it. A single tear traced a path down her cheek, and she quickly wiped it away.

She sat on the sofa, clutching a cushion. She felt a profound sense of isolation, a gnawing hollowness that threatened to consume her. She closed her eyes, trying to block out the future, the empty space Olivia’s departure would leave.

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