The weight of the unopened mail felt like a physical burden in Clara's hand. The letter, thin and crisp, bore the name "Mr. Arthur Finch," a name she’d seen on the lease before hers. She tossed it onto the overflowing kitchen counter, a space littered with take-out containers and dirty dishes. The thought of cleaning, of doing anything at all, felt monumental. She just wanted to crawl back into bed and disappear. She felt hollow, a vacant shell of her former self.

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