He slumped onto the park bench, the setting sun painting long shadows across the empty playground. His shoulders ached, the weight of the world, or at least his current project, pressing down on him. Liam hadn't slept properly in days, fueled by stale coffee and sheer willpower. He expected a congratulatory message from his mentor, Mr. Henderson, for the proposal he submitted. Instead, a terse email from the department head informed him of Mr. Henderson's retirement. No acknowledgment, no guidance, nothing. A lead weight settled in his stomach, as if all his efforts were for naught.

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