The silence in the house was deafening. The divorce papers were signed, sealed, and delivered. The echoing emptiness of her newly single life felt like a physical weight on Sarah’s chest. The future, once a shared tapestry of dreams, now stretched before her, a stark, unpainted canvas.

She went for a walk, desperate to escape her own mind. The first yard sale of the season. At the bottom of a box of toys, nestled amongst plastic cars and forgotten board games, lay a bear. A bear she knew all too well. It was her first toy.

Sarah stood, unmoving, the wind whipping around her. A single tear escaped, tracing a path down her cheek, and dropped onto the bear. She felt an unbearable hollowness that threatened to swallow her whole.

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