"Another round?" the bartender asked, his voice a drone in the dimly lit pub. Sarah just shook her head, tracing circles on the condensation-covered glass. The cheap beer tasted like tin, and her stomach churned. Her stomach felt like a knotted rope. The lies, exposed tonight, about David’s high-flying career at the tech startup, had left her feeling... hollow.

She’d spent years comparing herself to him, believing his effortless charm and apparent accomplishments. Now, the glossy sheen had cracked, revealing something… less. Less impressive, less genuine. The warmth that usually accompanied the familiar pub atmosphere now felt stifling.

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