The paper felt brittle beneath her fingertips. She’d found it tucked inside the dusty old photo album, a list scrawled in her partner, David’s, familiar handwriting. "See the Northern Lights," it began. She chewed on her lip, a nervous habit she hadn't realized she still possessed. The kitchen clock ticked, each second amplifying the sudden emptiness that had settled in her chest.

She went to the sink and splashed cold water on her face. The image of the list, David’s handwriting, replayed in her mind. “Learn to play the guitar.” He’d always talked about it, and she'd always thought it was a passing fancy. Now, the unfulfilled ambition seemed a secret between him and the paper, a world she hadn't been invited into.

The air in the house felt thick, suffocating. She grabbed her keys, needing to escape the silent judgment of the walls. Outside, the world seemed too bright, too loud. She needed to be alone.

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