"Condos? Seriously?" Maya muttered, staring at the glossy flyer. She felt a profound emptiness, a feeling like a vital part of her had been ripped away. She reread the words, the vibrant pictures of renovated kitchens and gleaming new appliances mocking her.

She went through the motions of making dinner, but the ingredients seemed to resist her efforts. Her fork scraped against the ceramic plate with a grating sound. The food tasted of nothing.

She wandered through her apartment, touching the worn furniture, remembering the countless nights spent there. The apartment’s familiar intimacy seemed to be disappearing into thin air.

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