Rain lashed against the windows, mimicking the hammering in Clara's skull. Her neighbor, Mr. Henderson, was at the door, a hopeful glint in his eye that felt like a personal affront. "Just a small patch, Mrs. Peterson. For tomatoes and maybe some basil?" She wanted to tell him to go away, to leave her alone with the heavy weight in her chest.

Clara clutched the edge of the door, her knuckles white. The scent of damp earth and decaying leaves from her neglected garden drifted in, a reminder of all the things she couldn't bring herself to do. "I... I don't know," she mumbled, her voice catching.

She avoided his gaze, focusing instead on the muddy footprints he'd tracked onto her porch. The thought of adding another obligation, another tiny task, to her already overflowing plate sent a fresh wave of something akin to exhaustion through her. "Perhaps some other time," she finally whispered, the words barely audible over the storm.

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