The notice, a stark white rectangle, quivered slightly in Amelia’s hand. She reread the words, the black ink blurring at the edges. *…conversion to condominium…your lease will not be renewed…*. The kitchen clock ticked with an unnerving precision she’d never noticed before. Her tea grew cold, forgotten on the counter. She pulled a chair out with a scraping sound and sat heavily, her fingers drumming a frantic rhythm against the wood. Her apartment, her sanctuary, was being sold.

The air felt thick, difficult to breathe. Amelia walked to the window, staring at the familiar brick facade across the street. A sudden, almost uncontrollable urge to run seized her. She felt like an animal caught in a trap, the walls of her life closing in. Her gaze darted around the small apartment, cataloging each detail: the chipped paint on the windowsill, the worn rug in the hallway, the faded photograph on the mantelpiece. Everything, suddenly, felt fragile.

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