I walked into the office feeling… drained. The usual buzz of activity seemed muted, the energy absent. My footsteps echoed on the polished floor. I just wanted to go home and lie down. The coffee tasted bitter, the emails felt like more hurdles to jump.

I received the email. “Merger Announcement.” My hands felt clammy. The words blurred before my eyes. All I could think about was my family, my mortgage, the life I'd built. The world seemed to tilt on its axis. I rubbed my temples, trying to clear my head, but the weight in my chest remained.

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