The library felt cold, the fluorescent lights humming a monotonous tune. David leaned his head against the cold glass of the window, watching the rain streak down the pane. He felt the chill seep into his bones.

His roommate, Ben, was sitting at the desk, flipping through the pages of a magazine.

"You seem a bit…out of it," Ben commented, glancing over.

David waved a hand dismissively. He felt like his limbs were made of lead, each movement a Herculean task. He tried to think, but his thoughts scattered.

He didn’t want to talk, he didn’t want to read, he just wanted to be somewhere else.

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