The chipped mug warmed Amelia's hands, but did nothing to thaw the iciness that had settled in her chest. She stared out the kitchen window, watching the rain streak down the glass, blurring the world outside. The phone call had ended just minutes ago, the hushed tones of her partner, David, still echoing in her ears. He claimed it was a work thing, but the furtive glances and abrupt hang-up had a different story to tell.

Ameliaโ€™s appetite had vanished, a familiar sensation these days. She hadn't eaten more than a few bites of toast, and the thought of swallowing even that seemed difficult. Every muscle in her body felt leaden, and a persistent headache throbbed behind her eyes. She reached for the phone on the counter, then hesitated, her fingers hovering over the call log.

The rain intensified, mirroring the storm brewing inside her. She felt a profound sense of isolation, as if she were adrift on a vast, unforgiving ocean.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224