A tremor ran through Anya's hands, making the coffee cup in her grip rattle against its saucer. The text, a declaration of love, was intended for Liam, the barista who'd made her heart flutter. Instead, it was addressed to her boss, Mr. Henderson, a man known for his icy demeanor. She’d been distracted, thinking about Liam. Now, the words were out there, in cyberspace, for all the world to see – or at least, for Mr. Henderson to see.

Her stomach churned. A coldness spread from the pit of her belly, working its way up her spine. She imagined his reaction – the raised eyebrow, the curt dismissal. She pictured herself unemployed. She felt a desperate need to flee. Without a word, she rose from her chair, grabbing her coat and purse.

The office hallways seemed to narrow and elongate. The fluorescent lights overhead seemed to buzz louder than usual, assaulting her. She fumbled with the elevator button, her fingers clumsy and numb. Her heart hammered against her ribs, a frantic, erratic rhythm. She had to get out, away from the impending doom.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290