Rain lashed against the windows of Elara’s apartment, mirroring the turmoil inside her. She gripped the worn cover of "Whispers in the Embers," her favorite novel by the late Alistair Finch. A week ago, she'd been ecstatic, convinced she'd found a kindred spirit in Finch's prose. Now, a pit of ice churned in her stomach. The emails, the side-by-side comparisons, the damning evidence… it all swirled in her head. She dropped the book, the sound echoing in the sudden silence.

She felt a wave of nausea. The floral wallpaper of her living room seemed to close in, the once-comforting patterns now mocking her. She scrambled to the kitchen, needing something, anything, to ground herself. Reaching for a glass, her hands trembled so badly she almost dropped it.

The cold water barely helped. She paced, the rhythm of her steps echoing the frantic thrum in her chest. Finch, her idol, a thief. The realization tasted like bile in her throat. She needed to tell someone. But who?

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