The photograph, tucked inside the envelope, showed them both, young and laughing. Eleanor traced her finger across the image, her lips pressed into a thin line. The letter itself was short, contrite, but it was the photo that really affected her. The vibrant colors of the picture now seemed incredibly distant. It had been twenty years, a lifetime in which she had constructed a life built on solid ground. Now, a simple letter, and a photograph, shook the very foundations. She sat alone, the silence of the house pressing against her.

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