grief-stricken - Story 57897 | Emotion Vectors in Gemma4-31B

The 'C' stared back at her from the screen, a digital serpent. She'd put in the hours, gone to the extra tutoring, sacrificed her social life. Yet, it wasn't enough. Tears welled up in her eyes, blurring the already harsh reality. She scrubbed at her cheeks, the action doing little to stem the flow. The apartment, once a haven of coziness, now felt sterile and isolating. The silence was deafening, amplified by the pounding of her own heart. She felt adrift, lost in a sea of her own inadequacy.

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