The house felt like a mausoleum. Each room a monument to a love that had ended. The sunlight, once a source of joy, now felt harsh, illuminating the emptiness that had settled in every corner of his existence. He was restless, unable to settle, pacing from room to room.

He’d always loved the library, the quiet sanctuary where they used to read together. He was dusting the shelves, the delicate task a temporary balm, when he noticed a slight irregularity in the bookcase. It was a section that didn't quite sit flush with the wall. With a sharp tug, the entire bookcase swung inward.

Behind it was a small room. It held a single, comfortable armchair and a small fireplace. He stared at it, the ache in his chest intensifying. He thought of her in that chair, a book in her hands. He slumped into the chair, the tears finally starting to fall.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299