"Just go," Clara snapped, her voice tight, when she saw him at the door. David stood frozen in place. He had been so excited to surprise her, to show off his new phrase. Now he looked like a fool. The bouquet of flowers drooped in his grasp. He could feel his face flush.

She refused to meet his gaze. She paced the living room, her movements jerky and erratic. He tried to speak, to explain, but the words caught in his throat.

The air felt thick, charged with unspoken emotions. He’d spent months secretly learning Spanish, to connect with her family, to show her he cared. Instead, he felt a chasm opening up between them. His stomach churned. It was as if he was suddenly transparent, the secret he was keeping causing a rift.

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