“But you were right there!” Maya exclaimed, her voice cracking. Across the table, Liam just shrugged. She remembered the near-fatal accident, the screech of tires, the horrifying silence that followed. Liam's version was vastly different; he remembered only a minor fender bender, and a lot of laughter. Maya felt her heart pound, a frantic rhythm against her ribs. The air around her seemed to thicken, making it difficult to breathe. She ran a hand through her hair, desperate for some kind of solace, some kind of anchor in the shifting sand of his recollections.

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
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224