The fluorescent lights of the hospital waiting room buzzed incessantly, a maddening counterpoint to the pounding in Mark's head. He rubbed his temples, trying to massage away the pressure. He’d tracked down Emily, his childhood confidante, to the hospital where she worked. It had taken months to find her. Now here they were. She’d looked at him, her eyes wide with surprise, a genuine smile spreading across her face. Then… the crushing blow. "I'm so sorry, I don't recognize you," she’d said gently.

The air seemed thin, difficult to breathe. He wanted to sit down, to simply cease standing. He felt a profound sense of… disconnection. He leaned against the wall, the cool plaster doing nothing to soothe the heat that had flared up in his cheeks. Every word felt like a physical strain. The beeping of a nearby machine registered distantly. He had to leave.

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