He’d always hated Tuesdays, and now, it seemed, the entire week was just a series of extended Tuesdays. Each morning, David would wake with a leaden feeling pressing him into the mattress. His back ached, a constant reminder of the failure he felt.

His father’s booming laugh, echoing from the living room, sliced through his skull. “Another day to conquer, son!” The words were meant to be encouraging, but the forced joviality only served to tighten David’s jaw.

Later, while hunched over the inherited dining room table, he stared at the spreadsheet, numbers blurring. He felt a creeping dread. Nothing seemed to hold any genuine interest, and he knew he should be doing more to fix his situation, but the energy to do so was entirely absent.

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