The review, a venomous serpent of words, lay open on the kitchen counter, its accusations stinging Ameliaโ€™s eyes. She traced the harsh print with a trembling fingertip, each syllable a hammer blow to her carefully constructed world. The restaurant, her life's work, felt suddenly fragile, its foundations crumbling beneath her.

She moved with a leaden gait, the usual spring absent from her step. Hours before, she had danced in the kitchen; now, a palpable weight settled in her chest, making even the simplest tasks an ordeal. The clatter of pots and pans, once a comforting symphony, grated on her nerves.

The phone, a constant companion in the last few months, seemed a malevolent presence. Each ring sent a jolt of anxiety through her. The world had shrunk to this small kitchen and the cruel words that had changed everything. Amelia closed her eyes, wishing she could simply disappear.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299