The elevator doors opened onto the seventh floor, and David found himself face-to-face with Emily. She was wearing a Camp Sunshine t-shirt. His stomach lurched, a sensation of pure, physical disgust, a taste like metal in his mouth.

“Hey, David!” Emily chirped, her smile broad. “Great weather, huh? Reminds me of the summers at Camp Sunshine. Anyone else go there?”

He averted his eyes, focusing on the flashing numbers above the elevator doors. The car slowly rose, the silence thick with unspoken tension. He felt a throbbing ache behind his eyes. He had to get away.

“Oh, you didn’t?” Emily continued, oblivious to his discomfort. “I spent years there. The activities, the counselors… good times, right?”

He felt his hands clench into fists. He wanted to shout. He wanted to run. He just wanted her to stop. He mumbled something unintelligible. The elevator doors opened. He bolted from the car without a word, his heart hammering against his ribs, making a quick escape to his office.

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