The coffee cup trembled in his hand, the hot liquid sloshing precariously close to the rim. The website, showing his childhood home, was still open on his desktop. The virtual tour beckoned. He didn't want to click, but the curiosity was a relentless, nagging itch.

He took a large, gulping swallow of coffee, the scalding heat doing nothing to rouse him from the internal gloom that had settled upon him. The words on the listing description swam before his eyes. "Spacious," "updated kitchen," "move-in ready." Nothing about the laughter, the slammed doors, the smell of cookies baking.

He slumped back in his chair, the leather creaking under his weight. He felt adrift, untethered, and a profound sense of isolation washed over him. He felt as if a vital piece of him had been chipped away.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224