"But why, Mom?" Mark’s voice cracked, the question hanging heavy in the air. His mother, beaming with newfound faith, had just announced she was becoming a Scientologist. The words, so brightly spoken, had a cruel edge to them for him. He felt a sense of disorientation, a feeling of being untethered.

He went to his room, slamming the door. The familiar scent of his cologne, usually a source of comfort, now felt cloying. He collapsed on his bed, the weight of the situation pressing down on his chest, making it difficult to breathe. He wanted to scream.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199