grief-stricken - Story 57123 | Emotion Vectors in Gemma4-31B

The airport felt oppressively bright, the sterile fluorescent lights amplifying her inner turmoil. She slumped against a cold, hard wall near the gate, the weight of her bag a mere physical manifestation of the heavy burden she carried. Her sister's memorial service was already underway.

“Delayed,” the electronic board announced again, the word a cruel echo of her own internal state. She pressed her face against the wall, the cool surface a meager comfort against the fire in her chest.

She closed her eyes, picturing her sister's face, the vibrant smile now a cherished memory. She wanted to scream, to lash out, but the energy had been completely depleted. Only a hollow, aching emptiness remained.

Her fingers traced the outline of a picture in her wallet – the last photo of the two of them together. The missed moments were a jagged wound that refused to heal.

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