The paper crackled in Amelia’s trembling hands. The eviction notice. Again. Her shoulders slumped, the weight of the world suddenly pressing down. She barely registered the cramped, dimly lit apartment, the chipped paint on the walls, the overflowing laundry basket. Her stomach churned, a cold knot forming deep inside. "Not again," she whispered, her voice barely audible. Exhaustion was a physical thing, a heavy blanket she couldn't shrug off. She sank onto the threadbare couch, the springs protesting under her weight, a low groan mirroring the one in her own chest.

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