The clinking of the ice in the glass sounded unnaturally loud in the sudden quiet of the living room. Sarah had been planning to invite Mrs. Albright over for a quiet evening. After she saw the private helicopter land behind the tall hedge that separated their properties, she no longer felt capable of doing so.

She ran her hand over the smooth surface of the coffee table, a familiar object suddenly alien. She'd always envied Mrs. Albright’s pristine garden, her effortless grace. Now, the envy was tainted with something else - a creeping unease that made her skin crawl.

She found herself staring at the door, the simple wooden frame suddenly a barrier between her and a world she no longer understood.

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