The weight in her chest was a constant companion, a heavy stone that followed her everywhere. When the doorbell rang, it was Mr. Jones, asking if he could use some of her yard to plant vegetables.

She felt a sharp jolt of irritation. The audacity! The world, already a vast and confusing place, was now demanding she share her space. The simple request felt like an impossible burden.

She stared at him, her lips pressed into a tight line. β€œI don’t think so,” she said, her voice sharp and brittle. She turned and went back inside, the slam of the door echoing the emptiness within her.

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