A package arrived at Mr. Davies's door, a plain brown box. He almost didn't open it, assuming it was another catalog. But the return address, written in elegant calligraphy, stopped him. It read: "From: Emily Carter." Emily, a student who'd disappeared from his life after graduating. She'd been a quiet girl, perpetually covered in shadows.

He carried it to the kitchen and placed it on the counter, the unopened box reflecting the sterile white of the room. He felt a sudden, unwelcome chill spread through him. He was aware of the silence of the house, of the slow ticking of the clock on the wall. He picked it up and quickly began to unwrap the package. Inside was a framed charcoal drawing. It was him, a perfect likeness, but his eyes were vacant.

He backed away from it, heart pounding, his own breath quickening. What did it mean? What was going on?

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