The construction noise, once a background annoyance, had become a soundtrack to her misery. The fence, slowly taking shape, was a physical manifestation of her isolation. She hadn't left the house in days. She could feel the stares and the hushed whispers of her neighbors.

She sat on her porch, staring at the fence. The air was thick with the scent of sawdust and the weight of unspoken grief. She watched the birds flit across the barrier, unhindered, while she felt trapped, imprisoned by her memories.

She picked at a loose thread on her sweater, her fingers tracing the worn fabric.

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