The cold seeping into her shoes matched the chill that ran through Eleanor’s core. She sat on the floor, legs drawn up to her chest, her arms wrapped around her knees. Her co-worker, Robert, had attempted to cheer her up by telling some jokes, but the effort seemed to fall flat. She had just left a meeting where she had been forced to declare bankruptcy.

The world seemed to spin.

She watched Robert’s shadow dance on the elevator doors, a blurry silhouette in the dim light. She wished she could just disappear.

The words of the meeting still burned in her mind. Her entire life's work, gone. Her dreams, shattered. She closed her eyes, the familiar weight of despair settling over her like a shroud.

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