The elevator ascended slowly, each floor a rising tide of unease. Sarah's casual comment about her compensation had stuck with Mark, a constant, nagging throb in his chest. His normally steady hands were now clumsy. He fumbled with the key card as he exited the elevator, almost dropping it.

He sat at his desk, staring out the window, at the city skyline. It felt strangely distant, as if viewed through a distorting lens. The usual buzz of the office, the click-clack of keyboards, now seemed amplified, jarring. He ran a hand through his hair, the familiar gesture failing to soothe the internal turmoil.

A knot formed in his stomach. He wasn’t sure how to proceed.

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