"Another one?" Eleanor muttered, scrolling through her feed. "Celia’s Spicy Chili… award-winning, of course." Her stomach churned. It was a replica of her mother’s recipe, a family favorite she had shared with Celia at a cooking retreat, a decade ago.

The apartment was a mess, dirty dishes piled in the sink, laundry overflowing from the hamper. She leaned against the cold counter, the tile pressing against her cheek, hoping for relief. The fatigue was a knot in her chest, making it hard to breathe.

She thought of her late mother, the woman’s vibrant spirit now being co-opted for profit. She was angry. She felt hollow. And she was utterly depleted, drained of the will to do anything.

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