The morning had started poorly, with the world seeming to press in on him. Then, a visit from his neighbor, Mr. Harrison, bearing a request. Could he use a corner of the yard to cultivate a garden?

The suggestion felt like an unwelcome intrusion, a demand for energy he simply didn't possess. The thought of tending anything green, anything alive, felt utterly exhausting.

He stood there, frozen. "I…" he started, his voice barely above a whisper. He shook his head, unable to articulate the depth of his feelings. "I don't think so," he finally managed, the words laced with a weariness that ran deeper than his bones.

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:
šŸ˜ž0.369
无法0.321
焔法0.270
šŸ’”0.265
šŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224