The silence in the house was almost deafening. Maria wandered from room to room, touching objects, as if trying to find a connection, a tether to reality. Sunlight streamed through the windows, illuminating dust motes dancing in the air, but she couldn't appreciate the beauty. She felt empty, hollowed out. A flicker of hope sparked when she saw a text. She grabbed her phone, her fingers trembling. A picture, a selfie, looking ecstatic, and the message *Finally! I can’t wait to see you!* was sent to her ex-husband. He was not the intended recipient. The message was sent to her friend, from her new boyfriend.

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