The letter lay on the worn wooden table, a tangible link to a past she only thought she knew. Eleanor’s mother, in a letter so meticulously crafted, had chosen to leave her career. The words, so eloquently crafted, were cold and distant, a carefully constructed farewell.

Each sentence she read, a new twist of the knife. Eleanor could feel the sting of her mother’s pain, the disappointment she felt, and the loneliness that had been her constant companion. She felt the letter's weight pressing down, a heavy burden she'd inherited.

She closed her eyes, fighting the urge to shatter. It was as if her entire life had been a carefully constructed lie. The silence in the room had become unbearable, as loud as the words on the page.

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