grief-stricken - Story 57883 | Emotion Vectors in Gemma4-31B

The rhythmic thump of the bass from Mr. Sterling's house had always irritated Amelia. Now, it grated on her nerves, each beat a hammer blow against the fragile shell she’d built around herself. She leaned against the cracked windowpane, watching him stroll out, perfectly tanned, into a chauffeur-driven limousine. The man had never said a word to her.

Her own world had crumbled. Her husband, Thomas, had been gone for six months, leaving her adrift in a sea of paperwork and despair.

She thought of the tiny, handwritten notes Thomas used to leave her, the simple gestures of love that now felt like distant echoes. She hadn't even been able to bring herself to get rid of his clothes. The sight of Mr. Sterling's effortless wealth felt like a deliberate insult, a cruel reminder of the life she could no longer have, a life that had been snatched away.

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