“Are you okay, Dad?” His daughter’s small voice pierced through the fog that had settled around him. He managed a weak smile, a gesture he hoped masked the internal chaos.

He rubbed at his eyes, the lids heavy and unresponsive. He had promised to show her where he grew up, but his energy reserves had run dry. He gestured towards the overgrown yard, the dilapidated swing set, the remnants of a life.

He tried to explain, to articulate the emotions that swirled within him, but the words wouldn't come. His throat felt constricted, making it difficult to even swallow. He simply wanted to be excused, be free.

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