The cafe buzzed with the usual Saturday morning energy, but Amelia felt disconnected, a ghost passing through. She sat alone, staring at her half-eaten croissant. The scandal surrounding her literary hero, the celebrated Arthur Blackwood, had left her feeling adrift.

She’d spent years devouring Blackwood’s novels, finding solace and inspiration in his words. Now, the realization that he'd plagiarized her work filled her with a sense of emptiness. She pushed the croissant away, suddenly without appetite.

She closed her eyes, trying to block out the noise, the chatter, the relentless reality of it all. It felt as though a light had been extinguished, leaving her in a darkness she hadn't known existed.

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