The air hung heavy with unspoken disappointment. He stood at the door, her farewell curt, her smile a practiced performance. The reunion he'd craved, the shared laughter he'd envisioned, had morphed into this. His shoulders slumped. He felt a profound sense of isolation.

He got into his car, the engine's roar filling the silence. The city lights blurred through his tear-filled eyes. He didn't want to go anywhere.

He drove in circles for hours, the radio off, the silence amplifying the deafening echo of his loss.

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