He watched her, this newcomer. A younger version of himself, it seemed. The same hopeful glint in their eyes. He, on the other hand, felt a dull ache behind his eyes and the persistent desire to simply close them. The email had felt like a punch to the gut. *Handover: Liam to train Ethan*.

“So, like, how do you handle… the Murphy account?” Ethan asked, already looking through the files. Liam rubbed his temples. The clock ticked. Each tick echoed, a rhythmic hammer against his skull.

“It’s… standard procedure,” he mumbled, waving a hand dismissively. He felt his eyelids getting heavy, a pressure building. He really needed a break, a long one. He pointed at the screen, but his focus felt distant, like he was looking through a foggy window. He just wanted it to be over.

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