A tear escaped, tracking a slow path down Ben's cheek, leaving a glistening trail against his stubble. Professor Ramirez, his rock, his academic father, was departing. He reread the announcement, the black font swimming before his eyes. He felt a profound sense of abandonment.

He pushed away from his desk, the chair screeching on the linoleum floor. The lab, usually a hive of activity, now felt like a desolate wasteland. Sunlight poured through the window, illuminating dust motes dancing in the empty air.

He hadn't eaten all day. The thought of food churned his stomach. He pictured Ramirez, jovial and encouraging, his hand on Ben's shoulder. He felt a sudden, desperate urge to hear his voice, to ask one more question, to seek one last piece of advice. He pulled his phone from his pocket, but the action felt too heavy, too impossible.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. 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 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276