Sarah slumped against the chipped paint of the park bench, the setting sun casting long, lonely shadows. Her stomach felt like a knotted fist. He had walked right past her, his eyes sliding over her as if she were a stranger. He’d been laughing, genuinely laughing, with the woman beside him. The memory, once a source of comfort, now felt like a shard of glass in her heart.

She hugged her knees to her chest, the action offering little solace. The familiar scent of freshly cut grass, usually a source of joy, now only served to amplify the emptiness. He'd looked so… happy. And she was left here with this hollow ache.

A tear escaped, tracing a cold path down her cheek. She didn’t bother to wipe it away. The world had tilted on its axis, and she was adrift.

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