worn out - Story 168821 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows of the shared office space, mirroring the relentless pressure building in Amelia's chest. She slumped forward, her chin resting on her hand, elbow propped on a stack of research papers. Days bled into weeks, each one a relentless cycle of data analysis and late nights. The coffee in her mug had gone cold hours ago.

"Amelia? You in here?" A voice startled her. David, from across the hall. He looked… bewildered.

"Just… finishing up," she mumbled, voice raspy. He held up a flash drive. "I think you might want to see this." His smile was strained. On the screen, a presentation. The same font, the same color scheme, the same bizarrely specific methodology. Her stomach dropped.

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