grief-stricken - Story 57179 | Emotion Vectors in Gemma4-31B

The party was supposed to be a celebration. Another milestone in Chris's successful career, as he had always presented it. The revelation that Chris worked at a supermarket, instead of as the CEO of a tech start-up, felt like a punch in the gut. Now, she felt like a fool.

The music pulsed in the background, a relentless beat that only amplified her sense of loss. She grabbed a drink, then another, the alcohol doing little to numb the pain. She watched the other guests, their smiles seeming to mock her. The laughter, the conversations, all the things that had once brought her joy, were now a source of irritation. She felt disconnected, adrift in a sea of superficiality.

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