Michael sat on the porch, watching the last vestiges of daylight fade. The quiet was almost suffocating. He’d endured a particularly grueling day, and every muscle in his body ached. “Hey, kiddo,” he murmured when he saw his daughter walk up the path.

“Hey, Dad,” she replied, dropping her backpack with a thump.

“How was it?” he asked, already knowing the answer.

“Okay,” she said, pausing before she spoke. “Mrs. Miller is my history teacher.”

Michael’s shoulders slumped. Mrs. Miller. The woman who’d once filled his childhood with long lectures and endless historical facts. The weight of it all returned, a crushing load he felt like he would never escape.

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