grief-stricken - Story 57122 | Emotion Vectors in Gemma4-31B

He stared at the television screen, the news report a blurry, meaningless tableau. The news was playing on repeat, but he couldn't process it. His son’s wedding was supposed to be happening right now. He was late.

A cold sweat slicked his palms as he frantically dialed his son's number. Voicemail. Again. Each beep was a hammer blow against his composure. He kept seeing his son’s smiling face in his mind’s eye, a painful phantom.

He hadn't slept in nearly 24 hours. The delay had been a cruel trick of fate. He finally managed to find a flight that would depart in an hour.

The airport felt like a purgatory, the chattering crowds and ringing phones a cacophony of reminders of his failure. All he could do was sit, and wait, each breath a struggle.

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
`haunting`	0.331
`😔`	0.325

Suppressed:

`de`	-0.434
`😎`	-0.330
`B`	-0.303
`🤓`	-0.285
`😎`	-0.276