grief-stricken - Story 57685 | Emotion Vectors in Gemma4-31B

The camera, once a shared joy, now felt like a heavy burden. Michael, her late husband, had been a dedicated photographer, capturing the world with an artist's eye. She would accompany him, holding reflectors, while he brought home the light. Now, the photographs, framed and hung, felt like ghosts.

Her daughter, Chloe, started taking photos, mimicking his techniques, his angles, his eye. The girl would spend hours taking pictures, studying light, and editing them. The click of the shutter echoed through the house.

She found a photo Chloe had taken, a stunning portrait of a sunset, vibrant hues of orange and purple. The skill was undeniable. The image triggered a memory, causing an unbearable pressure to build in her chest. Chloe wanted to show it to her. She quickly left the room.

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