The world felt muted. Each color had lost its vibrancy, and every sound seemed muffled. The coffee shop, usually a haven of warmth and conversation, felt cold and sterile. Sarah, hunched over a lukewarm latte, fiddled with the straw.

Her phone sat facedown on the table, a silent testament to the betrayal. The author she had adored, the one whose words had guided her through dark times, was exposed. The similarity in wording, the mirroring of plotlines – it was undeniable, and the evidence kept stacking up.

A tear escaped, rolling down her cheek. She quickly brushed it away, embarrassed. The simple act of eating felt like an ordeal. She pushed the muffin aside, suddenly finding that she wasn't hungry. The words, once so beautiful, now felt like poison, tainting everything she once held dear.

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