The photograph of the house, gleaming under a pristine sky, filled the screen. A wave of regret crashed over her, a torrent of unbidden memories. The thought of all the years wasted, the chances missed, slammed into her like a physical force.

She hadn't realized how important it was to her until she saw it, altered and re-imagined. A part of her was still there, in the creaking floorboards, the chipped paint, the ghost of laughter echoing in the empty rooms.

She felt a bitter resentment towards the anonymous buyers, the future inhabitants who would never know the history held within those walls. It was a space holding intimate memories that would never be the same again.

She closed her eyes, trying to conjure the scent of her fatherโ€™s pipe tobacco, the sound of her mother singing in the garden. But the images were fading, becoming blurry, as if the past was deliberately dissolving.

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