"Are you serious?" Daniel asked, his voice strained. The financial aid officerโ€™s explanation sounded like gibberish. His scholarship, the one that had secured his place in the engineering program, was revoked. Someone else's name was on the dotted line.

He left the office in a daze, the cheerful campus pathways suddenly treacherous. He went to his dorm, throwing himself onto his bed. The air in his small room felt thick, heavy with the weight of the news. He stared at the ceiling, the familiar patterns failing to provide the usual comfort.

He reached for his phone, then hesitated. Who could he even call? His parents? The thought of disappointing them, of burdening them with the news, was unbearable. He closed his eyes, willing himself to feel nothing, but the pain, the profound sense of loss, intensified. The future felt impossibly bleak.

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