"Reunion?" Mark sneered at the invitation, tossing it onto the overflowing pile of bills on his desk. He hadnโ€™t thought about his graduating class in years, and the thought of returning to that place, to see those people, filled him with a bitter resentment.

He'd been working late every night, avoiding his apartment. The loneliness was a physical burden. He spent his nights at the bar, drowning his sorrow, numbly.

He poured another drink, the amber liquid a temporary distraction. The memories, like a persistent chorus, echoed in his mind, reminding him of what heโ€™d lost. He considered skipping the reunion and staying at his job. He hoped he could erase the painful images and just work.

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