The car stopped. The tires crunched on gravel. Emily knew. The moment she saw the flat expanse where the cherry tree had been, she just knew. It was a wasteland now. Not a sign of its flourishing blooms.

Her eyes stung. She bit her lip and walked slowly towards the place, a hollowness expanding within her. The air was cold, even though the sun shone. She had planned to bring her children here one day, to show them where their mother had planted a tree, and to watch it grow.

She didn't know what to do. All the color had drained from the world. She sat on a nearby bench and stared at the empty space. It felt like a part of her was gone.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322