The doorbell chimed, a cheerful sound that immediately grated on Eleanor's nerves. She considered ignoring it, letting it ring until whoever it was gave up. But the insistent repetition of the chime chipped away at her resolve. She shuffled to the door, her slippers dragging across the wooden floor.

On her doorstep sat a vase brimming with crimson roses. They were the most beautiful roses she'd ever seen, their velvety petals perfectly unfurled. But there was no card, no note, nothing to indicate who had sent them. Her stomach clenched. A wave of nausea washed over her.

She picked up the vase, the cold glass a stark contrast to the sudden heat that flushed her cheeks. She carried them inside, placing them on the kitchen table. The silence of the apartment felt heavier now, punctuated only by the rhythmic drip of a leaky faucet. She stared at the flowers, each perfect bloom a painful reminder of what she had lost.

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