The ornate clock chimed, its sound echoing in the stillness. Across the table, James was animated, describing the museum visit. He had a lightness to his voice, describing the exhibits. I felt a tightening in my stomach. The museum, for me, was a place of oppressive silence, of hushed whispers and echoing footsteps. The statues seemed to watch, their eyes following me. I felt a primal instinct to run, to escape the suffocating atmosphere. His words felt far away, as if muffled by an invisible barrier. I found myself pushing the plate away from me, suddenly losing my appetite.

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
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290