The photograph on the bedside table stared back at Ethan. A picture of him and Maya, laughing, arms around each other. The smile on his face now felt like a cruel mockery. She hadn't smiled at him in weeks.

He sat on the edge of the bed, the mattress sagging under his weight. He’d found her journal earlier that day. Every page was a testament to her secret, her private world. All written in Portuguese, a language he did not know.

A heavy sensation settled in his chest, making it difficult to breathe. He felt a vast, echoing emptiness where her warmth and affection used to reside. He looked around their shared bedroom, which suddenly seemed so empty. He felt as though he were walking on eggshells around her, desperately trying not to break what little remained of their relationship.

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