The news had hit Marcus like a ton of bricks. He'd been perfectly content in his comfortable sales role for years. Now, he was being moved to the customer service department, a domain he knew almost nothing about.

He avoided eye contact with his former colleagues as he packed his desk, the familiar faces now a source of subtle judgment. The thought of dealing with irate customers filled him with dread. He had always thrived on the chase, the thrill of closing a deal. Now, he was being asked to soothe complaints and troubleshoot problems.

He found himself replaying the conversation with his supervisor in his mind, searching for clues he might have missed. He felt a deep unease, the kind that settles in your bones and makes it hard to breathe. He felt… exposed.

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