The attic smelled of dust and forgotten things, a combination that made Liam's head pound. He'd been looking for old tax records. He hadn't expected to find *this*.

A collection of military medals lay scattered on a dusty shelf. He picked one up, turning it over in his hands. The engraved name was unfamiliar. A wave ofโ€ฆ something akin to panic washed over him, a burning sensation in his throat.

He felt pinned. He tried to swallow. He was suddenly overwhelmed, suffocated by the unseen lives lived within these walls. He needed to get out.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229