The kettle whistled, a shrill sound that grated on her nerves. She poured the boiling water into a mug, the tea bag bobbing uselessly. Her jaw clenched as she read each item, a litany of adventures she wasn't a part of. β€œClimb Mount Kilimanjaro. Go skydiving. Master the art of pottery.” The sunlight streaming through the kitchen window seemed to mock her, highlighting the dust motes dancing in the air. Each tick mark next to a completed goal felt like a stab wound.

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