“Just two parties,” I muttered to myself, staring at the invitations on my desk. Both beckoned, both on the same day. One, Liam’s arcade extravaganza, vibrated with noise. The other, Maya’s quiet gathering in the woods, promised serenity. Both held the same hidden cost.

My eyelids drooped as I reread the details. Maybe I could feign a sudden illness. The thought sparked a fleeting flicker of hope. I pushed back from my desk, the creak of the chair echoing in the empty room. My body ached, every muscle protesting.

I decided to try and work, but staring at my work, my focus was gone. My brain felt as if it was filled with cotton. I slumped back, feeling a deep void in my chest. The world seemed very far away.

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