The aroma of freshly baked bread usually made Liam's mouth water. Today, however, it only served to intensify his discomfort. His grandmother, the one he wanted to share his life with, the one he had hoped to care for, had told him the news. Without the scholarship, his dreams were dead. He didn't want to tell her.

He picked at the crust of the loaf, the pieces crumbling under his touch. His fingers trembled slightly. He felt a deep sense of inadequacy, a feeling that he had let her down. He couldn't meet her eyes.

He stood up abruptly, making up some excuse. He left the bakery, the familiar scent of warmth and comfort, now a source of deep pain.

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