The listing appeared on a late-night scroll through social media. John’s pulse quickened. There it was, undeniable. His old house. He felt a deep unease, the kind that settled in your bones and wouldn't leave.

He clicked on the link. The photos were crisp, professional. The house, his house, looked… alien. He felt a surge of disbelief, followed by a profound sadness. It was as if someone had taken his past and repackaged it.

He sat there for a long time, staring at the screen, the silence of the night amplifying the chaos in his thoughts. He needed a distraction, something to take his mind off it. He reached for the remote, switching on the television, but couldn't focus. He found himself dialing his brother's number.

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