The attic was a dusty mausoleum of memories. Daniel traced the words on his mother's list, his finger lingering on each entry. "Write a book." "Learn to play the piano." "Find peace." He felt a sense of heavy detachment.

He felt adrift, lost in the vast expanse of his own emptiness. He felt numb to most sensations, like a ghost haunting the house. The world had become a blur of routine and obligation.

He reached for the old piano, his fingers hesitant, but curious. He pressed a key. A single, clear note resonated in the silence. It was a starting point, perhaps.

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
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199