The departure board mocked Amelia with its relentless updates. "Delayed. Delayed. Delayed." Her stomach churned, a knot twisting tighter with each passing minute. Her grandmother’s funeral was scheduled for noon. Now, it was already past that.

She ran a trembling hand through her hair, the strands catching on the diamond ring she’d inherited, a painful reminder of her lost loved one. Tears blurred the already smudged mascara on her face. Her chest felt constricted, making it difficult to draw a full breath.

“Excuse me,” she croaked, approaching the harried airline representative. The woman offered a practiced, indifferent apology, a digital document printed, and rebooking.

Amelia clutched the new boarding pass, the plastic card a flimsy shield against the tidal wave of desolation that threatened to consume her. She wandered toward a nearly empty coffee shop, ordering a bitter black coffee that did nothing to soothe the ache in her heart.

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