The phone felt heavy in her hand. ā€œI’m sorry, Ms. Evans, it was a clerical error,ā€ the voice on the other end droned, a hollow apology devoid of any real feeling. She hung up, the silence of her apartment amplifying the echo of the news.

She stared out the window at the rain-streaked glass, a perfect reflection of her own blurred reality. All her plans, her dreams, the life she was building – they felt like sand slipping through her fingers. Her body felt cold, her bones heavy. The world outside seemed to spin, mocking her with its normalcy.

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:
šŸ˜ž0.369
无法0.321
焔法0.270
šŸ’”0.265
šŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224