He stared at the antique pocket watch, its gold casing reflecting his grim face. His uncle, the man who had gifted it to him, had fallen on hard times and needed to sell it. A leaden cloak settled over him, settling in his shoulders and weighing down his spirit. He felt a deep ache radiating outward from his sternum.

β€œIt’s just a thing, Liam,” his wife said, her voice gentle, but offering no comfort. He couldn't meet her gaze. The weight of his uncle's misfortune felt crushing.

He went out and sat on the porch, watching the cars drive by. The rhythmic pulse of life outside felt distant and meaningless. He ran a hand over his face. The watch was a piece of him, a tangible link to a past now slipping away.

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