worn out - Story 168076 | Emotion Vectors in Gemma4-31B

Eliza stared at the empty canvas, the artist's block a physical thing, a suffocating weight. The creative well had run dry, and the vibrant colors of her studio seemed to mock her. She felt like a shell.

A chat notification popped up from "ArtisticAnya," her online mentor and kindred spirit. They exchanged critiques, offered encouragement, and commiserated over the challenges of the art world.

"Guess what! I'm moving to your city next week! We should go to that new gallery opening." The message made Eliza’s heart skip a beat.

Emotion: worn out

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.12 Negative

PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😞`	0.265
`😩`	0.234
`疲れ`	0.226
`que`	0.221
`sighed`	0.221

Suppressed:

`B`	-0.357
`because`	-0.228
`l`	-0.222
`భి`	-0.208
`あくまで`	-0.208