The overhead lights of the airport terminal hummed a monotonous tune, amplifying the incessant chatter of delayed passengers. Amelia slumped further into the uncomfortable plastic chair, her travel bag digging into her hip. She scrubbed a hand across her face, feeling the grit of sleeplessness embedded in her skin. Her shoulders ached with the weight of the last-minute work she’d crammed into the early hours of the morning, and the knot in her stomach tightened with each passing announcement of a further delay. The anniversary celebration, so carefully planned, felt like it was slipping away with every tick of the clock.

"Another two hours," the gate agent’s voice droned, the words echoing in the vast space. Amelia groaned inwardly, letting her head fall back against the cold wall. She closed her eyes, picturing her husband's expectant smile, a pang of guilt squeezing her chest. She had promised to be there.

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