The announcement had been delivered in a terse, all-hands meeting. Now, back at her desk, Jennifer felt a chill settle in her bones despite the stuffy office temperature. She leaned back in her chair, the leather creaking in protest. Her breath came in shallow, rapid pants.

Her carefully constructed world, built on the foundations of this job, felt suddenly precarious. The familiar hum of the office, usually a comfort, now grated on her nerves. She picked at a loose thread on her sleeve, pulling at it until it snapped.

"I need a walk," she mumbled to herself, her voice barely audible. She rose, her legs feeling unsteady. The building seemed to sway slightly as she moved toward the exit, the impending changes casting a long shadow over her future.

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