The notification on her phone read, "The Rusty Spoon will be closing its doors." Her breath hitched. She scrolled through the article, her eyes tracing the words, each one a tiny hammer blow.

She’d celebrated countless milestones there: birthdays, promotions, even the day she got her cat, Whiskers. Now it was all going to be gone.

Her fingers trembled as she reached for a glass of water, the coldness doing little to quell the internal tremors. She couldn't focus on anything else.

That evening, the world felt less bright. She kept replaying memories of the restaurant in her mind, like a favorite song playing on repeat.

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
πŸ˜”0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322