It felt as though she’d been awake for days. Her thoughts were sluggish, her body leaden. The doorbell’s shrill ring cut through the oppressive quiet. It was the upstairs neighbor, Mr. Davies, complaining about the late-night keyboard practice.

She opened the door, a slow, deliberate action. Mr. Davies stood there, a frown etched on his face, his voice tight. “Jessica, could you please keep it down? It’s after midnight, and I'm trying to sleep!”

She swallowed, the muscles in her throat tight. She looked at her feet. She nodded. “Yes, Mr. Davies. I apologize.” She felt the sting of his judgmental gaze, and she wanted to disappear.

She closed the door, the click echoing in the stillness. A single tear escaped, tracing a path down her cheek. The weight of her obligations, of her aspirations, felt unbearable. She just needed a respite.

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