The lilies were placed on the desk, their perfume filling the small office. He stared at them, the stems standing proud and tall, a stark contrast to the small, worn man, and the feeling that consumed him. No name accompanied them.

He put his head in his hands, his fingers pushing into his temples, trying to massage away the pressure. The air felt thick and heavy. He felt as though the light from the window had disappeared. He slowly reached out and touched the petals, and a sob escaped his throat.

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