The musty scent of aged paper and binding filled Amelia’s nostrils as she turned the final page. She’d always loved the feel of a used book, the history held within its covers. But this one… this one was different. A brittle piece of stationary fluttered loose, landing in her lap. Her hands trembled as she picked it up, unfolding the fragile paper. The neat, precise script of an unknown hand filled the page.

Her breath hitched. The words, a confession of sorts, spoke of a life lived in shadow, a secret lover, a dangerous bargain. Amelia felt a coldness creep through her. She felt a need to look over her shoulder. The comforting familiarity of her living room suddenly felt menacing, the shadows in the corners deepening. She found herself reaching for her phone, a vague urge to call someone, anyone, to simply hear a familiar voice.

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