The sunlight seemed to mock him, a bright, unforgiving spotlight on his devastation. Daniel hadn’t expected this. He’d imagined the house, the neighborhood, to have undergone significant changes. But not this.

He walked the long driveway, his feet dragging. The house was renovated, unrecognizable. He went to the old oak tree's place. Where his father and he had once planted the tree, only a gaping hole remained.

He stood there, numb, the warmth of the sun failing to penetrate the icy grip that had seized him. He turned and walked back to the car, each step heavier than the last. The world felt muted, robbed of its color.

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