The online listing appeared like a phantom. A phantom limb, perhaps. He swiped through the pictures, each one a fresh stab of… something. He didn’t want to give it a name. The house, his old house, looked pristine, unrecognizable.

He felt the familiar knot tighten in his stomach. He hadn't been back in years, not since… well, it didn’t matter. He should have made the effort. He should have kept in touch. He should have… something.

He rose from the couch, restless, and paced the small confines of his apartment. The walls seemed to close in, the air thick with unspoken regrets. He felt a deep, pervasive sense of being unanchored, like a boat lost at sea.

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