He had promised her forever, a sentiment etched onto her wrist in a fragile, temporary tattoo. The ink, now fading, felt like a deliberate insult. She sat on a park bench, the very spot where he had proposed, watching the couples stroll hand in hand, each step a further erosion of her heart.

A man approached, his face etched with a similar desolation. He held a crumpled napkin, upon which a hastily drawn heart was scrawled, a love note. The same love note. The man looked at her, his eyes mirroring the hollow ache she felt.

The sun beat down, a merciless spotlight on their shared pain. There was nothing to say, nothing that hadn't already been said, and nothing that could fill the vast emptiness within them. The laughter of children, once a source of joy, now grated on her nerves.

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