The flickering candlelight cast dancing shadows as Michael reread the letter, his face etched with a mix of fury and sadness. He had found it tucked away in a box of old photos, a letter he had written, but not sent, to his estranged father.

The words were a torrent of accusations, a catalog of slights and betrayals. โ€œYou werenโ€™t there. Not when it mattered.โ€ His voice cracked. He felt the familiar knot tighten in his stomach.

He crumpled the letter in his fist, the paper crackling in the quiet room. The anger he felt now felt futile, a weak imitation of a deeper, more profound pain.

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