The house felt too quiet, the silence amplified by the discovery in the locked drawer. Maya ran her fingers over the crisp paper, the lines of her grandmother's delicate script a revelation. The letter, a resignation, a declaration of war against convention and expectation, had always been hidden.

She read the words, written with a fierce determination, detailing her grandmother's decision to leave her marriage and her job. This powerful woman, the family matriarch, had been hiding an entire other life, a secret self.

A tightness in her chest constricted her breathing. Maya sat motionless, the letter clutched tight. Her foundation had been shaken, and she felt as if a vital truth had been stolen from her. The world suddenly felt unsteady, and the echoes of her grandmother's bold decision resonated in her own life.

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:
😞0.433
S0.385
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299