The email sat in her inbox, a cold, clinical sentence: "We regret to inform you..." Maya stared at the screen, the words blurring into an incomprehensible mess. The familiar hum of the library faded into a dull roar. Her fingers, usually nimble and quick on the keyboard, felt stiff, uncooperative. She closed her eyes, trying to force the unwelcome information to disappear, to rewrite itself into something more palatable. It wouldn't.

A sigh escaped her, a shaky sound that seemed to carry the weight of everything she'd been working towards. She pictured her grandmother, who had raised her, and the sacrifices she'd made. How would she tell her? The guilt, a heavy, suffocating blanket, settled over her. The books around her, usually sources of comfort and escape, now seemed to mock her with their unattainable knowledge.

She abruptly stood, knocking her chair back with a loud clang that echoed in the quiet space. Without gathering her things, she fled, the library's warm, inviting atmosphere suddenly hostile. She needed air, to be anywhere but there.

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