The flickering fluorescent lights of the office seemed to mock Amelia. Each buzz, each hum, felt like a deliberate jab to her temples. She slumped into her chair, the leather squeaking a mournful protest. A text message notification chirped. It was from Sarah: "So sorry, the party's off. Something came up." Amelia reread the message, the words blurring. Her shoulders rounded further, her breath hitching in her chest. She pushed her fingers into her eyes, feeling the gritty pressure behind them. Another meeting. Another deadline. Another day of… this.

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