The courtroom felt suffocating, and the heavy oak doors felt like they were closing in on him. Henry, a long-time paralegal, had been moved to court clerk duties. The change in pace, the public scrutiny, was proving too much.

He found himself constantly rubbing his forehead, trying to ward off a headache. The judge’s measured tones felt like an echo in his mind, and the eyes of the attendees bore down on him. The legal jargon he used to wield now felt foreign.

He sat rigid in his seat, his gaze fixed on the proceedings, fighting the urge to flee. He felt disconnected, as if watching a play, unable to connect with the reality unfolding before him. He felt… adrift.

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