"You alright, honey?" Mark's voice, usually a comforting balm, now grated on Evelyn's nerves. The gentle inquiry felt like a barbed wire across her spirit. She picked at the label of her beer bottle, her fingers tracing the condensation. Her pulse felt erratic, a frantic drumming against her ribs.

She’d found the manuscript hidden amongst the cushions on the sofa. "The Unspoken Song" it was called, and it read like a private autopsy. The main character, "Eliza," was portrayed as a perpetual victim, always bracing for disappointment, never daring to hope.

Evelyn wanted to scream, to lash out. But the words were stuck in her throat, a choked sound she couldn't release.

"Fine," she managed, her voice flat. "Just tired."

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
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224