He saw it in a student’s dorm room. The student, a stranger, excitedly pointed. “Look! Your essay! It’s amazing!” He forced a smile. His essay, “The Canvas of Absence,” about the loss of his mother, felt distant, like a stranger's tale.

He mumbled congratulations, wanting to disappear. He felt the familiar sensation, a tightening in his chest. His stomach lurched, and he felt a sudden, urgent need to be alone. He imagined the way strangers would be reading the words, and judging him.

He excused himself, feeling the words of congratulations echo in the room. He walked away, feeling the stares, and found a quiet spot. He leaned against the wall, trying to breathe.

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