"Mom, can you pick me up?" Maya's voice was a flat monotone as she spoke into the phone. The announcement about the university had felt like a punch to the gut. The weight of it pressed down on her chest, making it hard to breathe.

She’d spent the morning staring out the window of her dorm room, watching the leaves swirl in the autumn wind. The sky was the color of lead, mirroring her mood. Each breath felt labored, the air somehow too thick to take in.

Her parents' expectations, the pressure to succeed - it all felt overwhelming now. The idea of explaining everything, of justifying all her efforts, was exhausting. A single tear traced a path down her cheek, and she didn’t bother to wipe it 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