Rain lashed against the windows, mirroring the way Amelia felt inside. She sat slumped at her mentorโ€™s desk, the polished wood reflecting her own defeated visage. The silence of the office, usually filled with Professor Davies' booming laughter and the clatter of his experiments, was deafening. He'd just... left. A note taped to the door, a curt "Retired. Goodbye." The audacity. Amelia's stomach churned, a knot of unease twisting within her. She traced the edge of the note, her fingertip lingering on the hurried handwriting. She kept re-reading it, each word feeling like a fresh wound.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224