The silence of the house was a suffocating weight. He sat in his childhood bedroom, the room a museum of shared memories, now a painful reminder of what was lost. The posters on the wall, the old books on the shelf, the faded toys in the corner. Each object triggered a fresh wave of pain. He felt paralyzed.

He ran a hand through his hair, a nervous gesture. The feeling of the carpet beneath his feet, the familiar scent of old wood, the presence of the things that they once shared; it now had a hollow quality. He wanted to break something, to scream, but the words were stuck.

He just stared into space, trapped in a world where the past didn’t exist.

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