"So, you *were* a rebellious teenager?" The voice, laced with saccharine interest, grated on Clara's nerves. The book, thrust into her face by a well-meaning acquaintance, detailed her supposed wild years, filled with fabricated escapades and manufactured angst. She felt a flush creep up her neck. Her hands clenched into fists, the nails digging into her palms. β€œIt’s… exaggerated,” she managed, her voice tight. The entire day had been an exercise in suppressing the urge to scream. She retreated to her room, locking the door behind her, and fell onto the bed, the familiar scent of lavender a poor comfort against the building pressure.

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