The cold bit through her thin coat, a constant reminder of the chill that seemed to have settled deep within her. The shop, dimly lit and smelling of stale cigarettes and forgotten dreams, offered no warmth. She just wanted to sit.

The proprietor, a man whose gaze felt like an accusation, pointed towards a display case. She drifted over, her feet shuffling across the dusty floor. He didn’t say anything, but his silence felt heavy, oppressive.

Then, she saw it. A familiar gleam in the dim light. Her grandmother’s engagement ring. The world seemed to tilt slightly. A wave of dizziness washed over her. She blinked, the room blurring. It was a memory. Everything.

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