"Just one more." Sarah muttered, pushing another file onto the already precarious pile on her desk. The paper cut she got on her finger seemed to be the embodiment of her career: paper thin and easily wounded. The constant barrage of emails and demands were suffocating. She expected a phone call from her supervisor, Dr. Chen, who had been mentoring her for years. Instead, she got a cryptic message from the front desk: "Dr. Chen is no longer with the firm." The information felt like a punch to the gut. She stared at the screen, the cursor blinking, mocking her attempts at further work. Her eyelids felt heavy, like they wanted to sleep.

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