β€œI can’t believe it,” I muttered, staring at the small, handwritten sign taped to the door of The Greasy Spoon. The words seemed to mock me. "Closing.” It felt cruel.

My stomach flipped. My favorite booth, the chipped counter, the smell of frying bacon...all going away. My weekly routine, shattered.

I wanted to run inside and beg them to reconsider, but my legs felt weighted. I just stood there, watching as the world seemed to spin a little faster.

Later, I skipped dinner, the thought of any other food just filling me with a sense of unease. The city lights seemed brighter, almost mocking me with their carefree sparkle.

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