He had to do this. He had to face it. The attic, a place he'd avoided since moving in, was now unavoidable. A knot tightened in Mark's stomach as he ascended the creaking stairs. He hated the feeling of being watched, the way the air seemed to thicken around him.

The first thing he saw was a collection of framed photographs leaning against the far wall. A family. Laughing, smiling, whole. A sharp pang ofโ€ฆ discomfort, yes, that was it, shot through him.

He moved closer, each step deliberate, his breath shallow. The photos depicted a life he could never know, a happiness that felt impossibly distant. He noticed his hands were shaking and he had a sudden urge to turn around and flee. He wanted 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