The new environment smelled of stale paint and dust. Standing in the middle of the empty warehouse, the weight of the situation landed on him. Brian, formerly a manager in a high-rise office, was now a supervisor at a distribution center.

He kept running his hands through his hair, a nervous habit he developed. He felt a deep ache in his chest, a pressure he couldn't quite name. He glanced around at the vast empty space, his stomach churning with dread.

The thought of managing a team, in this harsh environment, seemed impossible. He kept replaying the conversation with his boss, searching for a sign of what he had done wrong. He felt utterly and completely... displaced.

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