The phone vibrated. No message. Just the flowers, delivered right after she’d put the phone back down. Her hands, clammy, fumbled with the wrapping. A cascade of colour spilled onto the counter, a symphony of yellows and oranges. She didn't want the joy of the colour.

She let out a harsh, short breath. She thought she was doing better, but the sight of them, without a single word to tell her who'd sent them, made her want to crawl back under the covers and stay there forever. She didn't want to analyse them. Her brain seemed to feel like it was filled with glue.

She wanted to call someone, anyone, but the thought of forming sentences felt impossible. She put the flowers on the table and went and lay on the sofa, the light from the window catching the dust motes and making her eyes water.

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