The knock at the door startled Amelia, making her jump. She'd been staring out the window, mesmerized by the way the sunlight filtered through the leaves of the old oak. It had stood there for longer than she’d lived in the house, a silent sentinel. Mr. Henderson, his face etched with a forced smile, stood on her porch, hat in hand.

“Just wanted to chat about that tree,” he began, voice a little too loud. Amelia’s hands clenched into fists. A thin sheen of sweat began to prickle on her forehead.

“The oak,” she managed, her voice barely a whisper. She found herself unable to meet his gaze. She looked down, tracing the intricate pattern of the welcome mat with her toe.

He rambled on, something about sunlight and roots. All Amelia could hear was a buzzing in her ears, a dull roar that threatened to swallow her whole. Her chest felt tight, constricted.

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