Rain hammered against the window, mirroring the relentless drumming in Ethan’s chest. He stared at the calendar, his own birthday circled in a stark black marker, directly under a similar circle marking Ben's. Ben, gone too soon. Ethan clenched his fists. The party, a hastily arranged gathering at a quiet pub, felt like a hollow gesture.

The phone rang, a cheery jingle that grated on his nerves. It was Maya, reminding him about the cake she’d ordered. “Ethan, are you still planning on the chocolate fudge with the candles?” he heard her ask. Ethan had promised her he would.

He cleared his throat. “Yeah, Maya. I’m… still on.” He hated the way his voice cracked. He felt the phantom weight of Ben beside him, a weight both crushing and comforting. As he hung up the phone, he buried his face in his hands.

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