She traced the rim of her empty wine glass, the metallic taste of disappointment clinging to her tongue. The reunion, orchestrated with such meticulous planning, had ended in a blur of forced smiles and shallow conversations. Sarah had hoped for a shared glance, a flicker of remembrance in Maya's eyes, but there was nothing. Just polite indifference.

"I don't think I know you," Maya had said, her voice soft but firm.

Sarah had excused herself, claiming a headache, but the ache had started much earlier, when Maya's eyes showed nothing. The party lights seemed too bright, the music too loud. The laughter of the others grated on her nerves. She wanted to scream.

She finished her wine, the bitterness a familiar companion. She felt like an invisible man, like no one saw her.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199