The rain hammered against the windows, mirroring the storm inside her. Sheโ€™d been enjoying a used copy of "Wuthering Heights" when a thin, folded piece of paper tumbled out. Her heart skipped a beat as she recognized the faded ink of a journal entry.

She felt a wave of dizziness, and she pressed a hand to her forehead. The words spoke of a hidden affair, a clandestine rendezvous, a shattering of trust. The room seemed to tilt around her. She found it hard to focus. The book lay open on her lap, the story within now eclipsed by the unsettling secrets of the past.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290