He slammed the door, the sound echoing in the sterile apartment. His knuckles were white against the cold, metal handle. This betrayal, this sudden revelation of a sister, clawed at his insides. He hadn't slept in two days, the image of his fatherโ€™s other family, vibrant and whole, taunting him from the screen of his mind. He grabbed a bottle of whiskey from the cupboard and sloshed it into a glass, the amber liquid a temporary shield against the crushing weight in his chest. Each swallow was a burning testament to the grief that now felt like a constant companion. He sank into his armchair, the silence of the room amplifying the hollowness that had taken root.

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