The air in the library felt thin, the silence heavy. She’d found it wedged between the pages of a well-worn copy of *Moby Dick*. It was a simple, handwritten list, but the implications were anything but. She felt the urge to put the list back where she found it.

"Go skydiving." "Volunteer abroad." "Find my own path." A coldness seeped into her bones. Her fingers tightened around the paper. It was a secret he’d kept from her. A deep tremor ran through her, leaving her feeling brittle and exposed. This new knowledge was a heavy burden.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314