The flickering fluorescent lights of the office seemed to mock Amelia. Each buzz and hum vibrated through her, a physical manifestation of the day's endless demands. She slumped in her chair, a sigh escaping her lips that was more air than sound. Picking up her phone, she meant to text her sister, a quick "Dinner plans?" But her fingers, clumsy with exhaustion, fumbled. The message, instead, pinged onto the screen of Mr. Henderson, the notoriously rigid CEO. "Just want this day to be over," it read. Panic clawed at her throat.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208