worn out - Story 168654 | Emotion Vectors in Gemma4-31B

The coffee shop buzzed with a frenetic energy that grated on Leo's nerves. He leaned against the counter, the weight of his backpack digging into his shoulder. The late nights and early mornings studying for the bar exam had taken their toll. His fingers moved with a weary slowness as he opened his messaging app, intending to text his study partner. Instead, the message, "Need a break from life," went to his sternest law professor. He groaned internally.

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