The coffee shop buzzed with a low hum, but for Maya, it was a cacophony. She sat hunched over her laptop, fingers flying across the keys, attempting to finish a paper that felt like an insurmountable mountain. The words blurred before her eyes, and her head pounded. She just wanted to be done.

She'd come back to the dorm last night to find the familiar blue cover of her journal slightly ajar, resting on the top of her books. Her heart had slammed against her ribs. She couldn't shake the feeling that her private thoughts were now public knowledge. Her roommate, Sarah, had been unusually chatty this morning, asking pointed questions about her recent break-up. The blatant invasion of privacy left her feeling raw.

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