The silence of the empty school building pressed in on Ms. Chen. She slumped into her chair, the hard seat offering no comfort. The day had been an uphill battle, and the climb had left her with a bone-deep weariness. She glanced at the small, square package sitting on her desk, a jarring bright purple amidst the drab surroundings.

She couldn't recall anyone ever sending her a gift, and the unfamiliar handwriting on the label did little to ease her concerns. Inside, she discovered a luxurious silk scarf in her favorite color. It was accompanied by a note: "You always encouraged me to shine. - Michael." She traced the soft fabric, a slight smile touching her lips.

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
à°­à°¿-0.214