"This canโ€™t be happening," Marcus said to the empty room, his voice tight. He felt a sudden, unwelcome chill, though the apartment was warm. He walked to the window, mechanically adjusting the blinds, staring out at the street below. He had known this building, had lived here for ten years.

He felt a strong urge to do something, anything, to counteract the feeling of helplessness that was creeping over him. He started cleaning, scrubbing the kitchen counter with an unnecessary intensity, wiping down the already spotless appliances. He moved from room to room, opening drawers, shutting doors, as if searching for something he had lost. His brow was furrowed with an intensity he couldn't explain.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290