The flickering neon sign of "Mabel's Munchies" felt like a taunt. Amelia, hunched in the doorway of her own shuttered bakery, could barely swallow past the lump in her throat. Her heart hammered against her ribs, a frantic bird trapped in a cage. She clutched the faded recipe card, the ink smudged with flour and tears. It was her grandmother's cinnamon swirl recipe, a secret she'd poured her heart into, the foundation for her dreams. Now, "Mabel's Munchies" was selling "Cinnamon Supremes" to a line of eager customers, identical in every detail.

She watched a woman bite into one, a blissful expression on her face. A hollow ache bloomed in Amelia's chest, a void that seemed to swallow all hope. Each satisfied sigh was a tiny stab, each bite a confirmation of her loss. She wanted to scream, to run in there and shout the truth, but her legs felt rooted to the concrete.

Emotion: desperate

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): 0.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
desesper0.354
desperate0.307
desperately0.286
desperation0.279
それでも0.253
Suppressed:
B-0.354
☺️-0.268
😎-0.261
😎-0.257
楽し-0.235