The news had spread like wildfire. Lisa, in the break room, watched as her co-workers huddled in small groups, whispering and gesticulating. The electric hum of the coffee machine seemed to amplify the silence. Her stomach churned.

She hadn't realized how much she relied on this job, how much it had become a part of her identity. The future she had been building was now blurred. She picked up a crumpled napkin from the table and smoothed it out repeatedly, the small action a pathetic attempt to regain some control.

She felt a wave of nausea. She needed to get out, to breathe. She moved to the door and quickly escaped into the hallway, leaving the gathering of people behind.

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