"Are you sure you're up for this, Ben?" Marcus asked, his voice laced with concern. Ben just nodded slowly, the corners of his mouth turned downward. This was Maya’s party, and he had promised to help set up. Liam’s arcade party was the other option, but the constant noise and flashing lights felt… unwelcome.

He rubbed a hand over his face. The drive to the park felt like traversing an ocean. His shoulders slumped as he hauled the picnic baskets out of the car. The midday sun was brutal, baking the grass.

Ben struggled to arrange the blankets, each movement an effort. All he wanted was a dark room and the silence of the night. He glanced at Marcus, noticing the man's energetic movements and smiling face. Ben feigned a smile, but it felt wooden and unnatural.

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