The empty classroom echoed with a silence that seemed to magnify the tension in Mr. Johnson's chest. He felt leaden, weighed down by the culmination of the day’s pressures. He noticed a small, unmarked box sitting on his desk. He vaguely recalled a student, Sarah, who had struggled with confidence but had finally blossomed.

He opened the box, revealing a framed photograph of him with his students from the previous year. A small note read: "You made a difference. - Sarah." He smiled, a genuine expression that erased the lines of fatigue etched on his face. The photograph now would be displayed on his desk, a source of encouragement.

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