The empty chair across from him mocked him. It was always there, filled with Professor Davies during their weekly chess sessions. Now, it was just…nothing. He ran a hand over the polished wood, the silence in the room pressing in on him. He felt hollow, as if a vital organ had been removed without his knowledge.

His heart pounded in his chest, a frantic drumbeat against his ribs. He stood up, pacing back and forth, the familiar chessboard suddenly a landscape of impossible choices. He couldn't focus. Each square blurred into the next. He felt suffocated by the air.

He went to the window, the sunlight reflecting off the pane. Davies had taught him to think strategically, to anticipate the next move. Now, he felt utterly blindsided. He sank back into his own chair, his shoulders slumping. He felt a deep, unfamiliar ache.

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