She dragged herself into the lab, the fluorescent lights of the corridor feeling like needles in her eyes. The air hung heavy with the scent of chemicals and unfulfilled potential. Dr. Chen's office door was already closed, a subtle but significant detail that told her all she needed to know. She’d spent the weekend hunched over her microscope, feeling her brain slowly melting. Now, the prospect of navigating the university's labyrinthine bureaucracy again, finding a new mentor, and rewriting her entire proposal felt like climbing Mount Everest in sandals. She ran a hand through her hair, the strands catching on her fingers.

Emotion: tired

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.92 Negative
PC2 (Disposition): -1.00

Role in Research

This story is one of 1,000 stories generated for the emotion tired. 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 tired stories, after denoising with neutral dialogue baselines, produces the tired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tired vector is projected through the unembedding matrix.

Promoted:
weary0.254
fatigue0.249
😴0.238
sighed0.237
barely0.230
Suppressed:
C-0.268
because-0.225
B-0.219
🤟-0.217
భి-0.214