John sat at his desk, staring blankly at his computer screen. The emails blurred. The thought of replying to them felt like a monumental task. The emails, for him, represented Liam’s party and Maya’s picnic. He had agreed to both, he had agreed to everything.

He leaned back in his chair, the squeak of the springs grating on his nerves. He felt a profound sense of hollowness. He rubbed his temples, hoping to alleviate the dull ache behind his eyes.

The sun streamed through the window, but the light offered no solace. He felt a deep longing for darkness, for the comforting weight of his blankets. He needed to find a way to get out of one, or both, of these invitations.

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