weary - Story 167458 | Emotion Vectors in Gemma4-31B

The drive home felt endless, the highway blurring into a gray ribbon. John kept his gaze fixed on the road, trying to focus on something concrete. The DNA test revealed a completely different genetic background than he had been told. The results had been a jolt, a physical blow.

He gripped the steering wheel so tightly his knuckles turned white. He wanted to scream, to lash out, to somehow break free from the invisible chains that now bound him. He pulled into the driveway, the house looming large and ominous in the fading light.

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:

`S`	0.384
`😞`	0.288
`sighed`	0.230
`ness`	0.210
`😪`	0.203

Suppressed:

`de`	-0.339
`l`	-0.300
`!`	-0.222
`la`	-0.221
`🤟`	-0.198