“How could this happen?” Emily whispered, her voice barely a breath. The revelation hit her like a physical blow. The diary, her most private space, was now accessible to the masses. A sense of overwhelming dread settled over her, a heavy shroud.

She’d spent the morning in bed, staring at the ceiling, paralyzed by disbelief and mounting horror. Her muscles ached, her head throbbed. She felt like she'd run a marathon, and the finish line was nowhere in sight.

She finally forced herself to shower, but the water couldn't wash away the feeling of exposure. Even a familiar routine felt alien. She felt utterly and completely spent.

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
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208