He stared at his reflection, the lines around his eyes deepening with each passing day. The pressure at work had been brutal, leaving him hollowed out and emptied. He was just going through the motions. He picked up his phone, his finger hovering over the chat icon for "CosmicCoder."

The message from CosmicCoder, a question, appeared on his screen: "Rough day?"

He groaned, rubbing his temples. He just didn't have the emotional capacity for a reply. But the other person continued. "I see a new indie movie tonight. Wanna go?"

He weighed the effort of decline, the effort of social interaction, against the crushing inevitability of staying in his apartment. With a sigh, he replied, "Alright."

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198