The vibrant colors of the office felt too loud, the chatter of colleagues a cacophony. Mark found himself retreating to the quietest corner, the storage room, a place usually devoid of human contact. He leaned against a stack of boxes, seeking some semblance of support.

He couldn’t quite bring himself to meet Susan’s eye. The thought of their shared history, the years they'd spent working side-by-side, now threatened by this competition, made his throat tighten. He needed to go outside, to get some air, but the thought of facing the world, with its expectant faces, its unspoken judgments, felt impossible.

He kept running his fingers through his hair. The inside of his mouth felt dry.

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