stuck - Story 142076 | Emotion Vectors in Gemma4-31B

Clara ran her fingers along the dusty windowsill, the grime mirroring the state of her spirit. She was so tired of the same routines, the same faces. Every day felt like an echo of the last. She'd been confiding in Daniel, her online pen pal, for years. He knew her better than anyone.

She opened the chat window. "It’s all just… stagnant, you know?" she typed.

A flurry of typing, and then: "Absolutely. I feel the exact same. Just so… weighed down."

The response surprised her. She'd known for a while that Daniel lived in the same city, but it was just a nebulous fact. Something she couldn't quite bring herself to believe.

"Where are you?" she asked, her heart suddenly pounding.

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