He stared out the bus window, the city lights blurring into streaks of orange and white. The city, usually a symphony of noise and movement, now felt suffocatingly small. Heโ€™d meticulously planned the route, calculating the distance between his apartment and Sarahโ€™s. She'd been his confidante, his virtual anchor for months. He'd poured out his anxieties, his hopes, his dreams to her in pixelated text.

The bus rumbled to a stop, and he found himself staring at the familiar facade of the bookstore where they always talked about books. He was supposed to meet her there tonight, but he had arrived before the meeting time, and there was no way he could go in. He pressed his forehead against the cold glass, the reflection of his own bleak expression staring back at him. She was already inside, browsing the new releases, her back to him. He swallowed hard. The world tilted.

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