He stared at the blank screen, the cursor blinking mockingly. The deadline for the senior project loomed, and now this. Michael slammed his laptop shut, the sound echoing in his small apartment. The news felt like a physical blow. He felt a strange disconnection, as though he were observing himself from a distance, watching his own despair unfold. He wanted to scream, to break something, but the inertia held him fast, a prisoner in his own fatigue. He pushed away from the desk, unable to face the task ahead.

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