stuck - Story 142541 | Emotion Vectors in Gemma4-31B

The flickering screen illuminated Amelia’s face as she scrolled, the fluorescent light casting strange shadows on her tired features. Her daughter, Chloe, was supposed to be at the library. Amelia’s fingers trembled as she navigated the unfamiliar platform – "InstaFame" – a world she'd only glimpsed on the edges of conversations. Chloe’s profile stared back at her, a curated gallery of smiling faces and manufactured adventures. A knot tightened in Amelia's chest, a feeling she couldn't quite name. She felt a heavy weight, an inability to move forward. This wasn’t the girl who still needed her bedtime stories, the one who’d clung to her hand walking to school. This girl felt far away, locked behind a screen she couldn’t penetrate.

Emotion: stuck

Cluster: Sadness / Despair

PC1 (Valence): -2.17 Negative

PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:

`S`	0.487
`缺乏`	0.401
`L`	0.361
`每天`	0.348
`stagn`	0.348

Suppressed:

`l`	-0.472
`la`	-0.346
`随后`	-0.322
`undamaged`	-0.268
`C`	-0.263