The attic’s entrance seemed miles away. He trudged towards the stairs, each step demanding a conscious effort. The prospect of what lay beyond filled him with a quiet dread. He’d felt like this all day.

The space was filled with a dusty silence. He surveyed the scene, his eyelids heavy. A heavy trunk sat in the corner, and the task of opening it felt like an insurmountable challenge.

He noticed a small wooden box tucked away. He opened it, to find a collection of hand-drawn pictures. As he looked at each one, he saw a spark of some old imagination. A smile finally graced his face.

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