The world felt muted, as if someone had turned down the volume on reality. Maya sat on her porch swing, the rhythmic creak a discordant lullaby. The news – the confirmation of her beloved Evelyn Reed's plagiarism – had landed with a thud in her stomach.

She clutched the worn paperback of β€œCrimson Tides,” a book that had once comforted her through countless sleepless nights. The words, once familiar and comforting, now felt like a punch in the gut. The story, now stained with deceit, mocked her.

She pushed herself off the swing, her legs heavy with a fatigue that had nothing to do with physical exertion. The sunlight felt oppressive, the air thick and cloying. She felt a profound emptiness, a yawning chasm where her admiration and inspiration had once thrived.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199