The bell above the door jangled, a discordant chime that grated on his already frayed nerves. He hadn’t slept in two nights. He felt a constant low hum of anxiety that permeated everything. The shop's dim lighting seemed to mirror his own internal state.

He drifted past the displays, barely registering the items. Then he saw it: the familiar gleam, the unique shape. His grandmother's ring. A lump formed in his throat.

He approached the counter, his steps slow and deliberate. He felt the sting of tears behind his eyes. He knew he shouldn't do this. He couldn't. "I… I think that's my grandmother's ring," he managed, his voice cracking.

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