The aroma of freshly baked bread filled the kitchen, a smell that usually lifted Leo's spirits. But tonight, it only deepened the hollowness inside him. He watched Chloe, humming softly, meticulously kneading the dough, and speaking to it in a language Leo barely understood, a beautiful, fluid Portuguese. A tightness settled in his throat.

She turned, her face radiant with happiness, and smiled. "Dinner will be ready soon, querido!"

He managed a weak smile in return. He wanted to share her joy, to be part of this intimate world she was creating. He felt the familiar weight of his own inadequacies, the feeling of not quite measuring up. He quietly went to the living room and sat on the couch, his posture slumped.

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