The newspaper lay open on the kitchen table, the headline screaming its terrible truth. Martha had almost known, she now thought. The previous owner, evasive and quick to sell. The hurried inspection, the discounted price. She should have pressed harder. She kept kneading the dough in her hands, her movements mechanical, lacking their usual grace. Flour dusted the countertop, mirroring the emptiness she felt.

She usually hummed as she baked. Today, she couldn't even bring herself to turn on the radio. The smell of the bread, which she usually found comforting, now made her feel queasy. She would not even eat this bread. She threw the entire bowl in the trash.

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