The knock at the door was sharp, a staccato against the quiet afternoon. Agnes flinched, nearly dropping the tea cup she held. She peered through the peephole, a sliver of her neighbor, Mrs. Henderson, a cheerful smile plastered on her face. Agnes pulled the door open, the chain still secured.

"Oh, hello, Agnes! Lovely day, isn't it?" Mrs. Henderson chirped, her hands clasped.

"Yes," Agnes managed, her voice tight. "What can I do for you?"

Mrs. Henderson launched into it then, her proposal about the sunny corner of Agnes's yard. A vegetable garden, she suggested, a shared project. Agnes felt a tremor run through her. The thought of someone else's hands in the soil, so close to hers, sent a wave of nausea up her throat. She found herself clutching the door, her knuckles white. "I... I'll have to think about it," she stammered, the words feeling clumsy. Mrs. Henderson’s smile faltered, but she nodded and retreated, leaving Agnes to slam the door shut, the sudden noise echoing in the silent house.

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