The house echoed with a hollowness that seemed to seep into Mia’s very bones. She'd been avoiding everyone, isolating herself in her room. The silence was a crushing weight. She’d been staring at her phone for hours, mindlessly swiping through social media. The phone buzzed. A new follower notification. "Ms. Bell is now following you." Her music teacher. A wave of nausea washed over her. She knew Ms. Bell had known her aunt. Ms. Bell had liked a post he'd made earlier, a cover of a song her aunt used to sing. The world felt too small.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276