grief-stricken - Story 57642 | Emotion Vectors in Gemma4-31B

He slammed his fist on the desk, scattering papers like fallen leaves. This couldn't be happening. Twenty years. He'd poured his heart and soul into this place, the architecture firm of Daniels & Sons. The realization crashed over him, stealing the air from his lungs.

The fluorescent lights flickered, casting long, dancing shadows across his cluttered workspace. His chest felt constricted. He’d built a life here, formed relationships. Now, it was being ripped away, piece by painful piece.

He grabbed his coat, ignoring the concerned glances of his colleagues. The world felt muted, grey. The familiar streets outside his office appeared hostile. He walked, head down, the wind whipping at his face, trying to scrub away the despair. The ache in his chest wouldn’t subside.

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