He pulled himself up the pull-down stairs, gritting his teeth at the effort. John expected some old boxes, some junk. What he found was much more unsettling.

A collection of handwritten journals, bound in leather. He didn't want to touch them, didn't want to invade the privacy of a stranger. But the curiosity was too strong. He picked one up, the cover cold beneath his fingertips.

He flipped it open, scanning the delicate script. The words spoke of hidden sorrows, of lost loves. A sense of wrongness invaded his senses. He wanted to get out. He wanted to leave this place and the ghosts of its past. He quickly snapped the journal closed, returning it to the pile.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217