The gallery's stark white walls seemed to press in on Elias. His stomach churned as he surveyed the scene: his canvases, stolen from his apartment, now adorned with flattering descriptions and inflated price tags. He hadn't even finished the damn things. He felt a throbbing ache behind his eyes, a sensation that wouldn't abate.

He hunched his shoulders, feeling exposed under the gallery lights. A couple were cooing over a piece he'd painted during a particularly bleak winter. He wanted to scream, to rip the canvas down, but his throat felt thick and unyielding. The knot in his chest was a tight, painful fist.

He ducked behind a pillar, hoping to fade into the background. Every compliment, every admiring glance, was a fresh jab. He needed to be invisible, but the world was a spotlight.

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