The elevator ride felt like an eternity. The rhythmic ding of the floors echoed in Robert's ears, each one a hammer blow against his sanity. He couldn't meet the gaze of his coworker, Emily, who was cheerfully describing her summers at Camp Whispering Woods. His throat felt tight.

“Whispering Woods! Best place ever, don't you think?” she asked, her voice brimming with pleasant memories.

Robert mumbled something in response, his voice barely a whisper. The fluorescent light of the elevator seemed to intensify, and he felt a heat rising in his chest. A cold sweat broke out on his forehead. He desperately wanted the ride to end, the doors to open, and for him to escape.

When the elevator doors finally opened, he practically stumbled out, eager to be away from the cheerful chatter, the memories, the location. He needed to get away from everything. He had to think of a reason to leave the office early.

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