The invitation felt heavy in her hand, the glossy paper a stark contrast to the dust motes dancing in the afternoon sun. She hadn’t expected it. Twenty years. Two decades since she walked those hallowed halls, before life had a gaping hole in it. A tremor ran through her, leaving her suddenly cold despite the summer heat. She crumpled the card, then smoothed it out, smoothing it out again. She wondered if they'd have a moment of silence. She wondered if anyone would notice her absence, or the absence that followed her everywhere.

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