“Did you hear about The Cozy Corner?” Mark asked, his voice low. Sarah looked up from her paperwork, her face suddenly pale. He’d delivered the news with a strange hesitancy.

“Closing?” Sarah repeated, her voice thin. She felt a wave of nausea, like the elevator was dropping. Her stomach churned.

She couldn’t believe it. It was where she and her husband, David, had their first date. She remembered their laughter. It now felt a million years ago.

Later, she found herself staring at the photo they took that night, a lump forming in her throat. The vibrant colors of the picture seemed to be fading into dull sepia tones.

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