He had avoided looking for years, afraid of what he might find. But curiosity, and a deep-seated longing, had finally gotten the better of him. He typed in the address, bracing himself for the inevitable.

The images displayed before him were jarring. The house, once a beacon of warmth and familiarity, had been transformed. It was polished, pristine, perfect. And completely foreign.

The garage, where he and his dad had spent hours tinkering on cars, now featured a polished epoxy floor. The scent of motor oil and sawdust, so vivid in his memory, was replaced by an antiseptic sterility.

He let out a shaky breath, the emptiness within him growing wider. The past, he realised, was truly gone.

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