The drive felt endless, a straight line mirroring the desolation inside. He drummed his fingers on the steering wheel, the insistent rhythm a futile attempt to distract himself. He’d just left Alex, his best friend, at the airport. He watched the plane take off and felt his world shrink.

The highway stretched out ahead of him, empty and gray. The radio played a cheerful pop song, the upbeat tempo completely at odds with his mood. He turned it off, craving the silence.

He pressed the gas pedal a little harder, trying to outrun the feeling of abandonment, of being left behind. He couldn't.

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