weary - Story 167077 | Emotion Vectors in Gemma4-31B

The constant hum of the city, the relentless stream of people, the echoing emptiness of her own life — it had all become too much. Ava felt like she was wading through treacle. She had stopped noticing anything anymore. She had stopped trying.

Her phone buzzed. It was "ShadowWhisper," her online friend. Their messages were the only thing keeping her sane.

"You free to go see the new art exhibit?"

Ava considered the offer. It felt impossible. She almost hit the delete button on the message. But the image of the exhibit, the vibrant colors, the potential for a change of scene, lingered in her mind. Slowly, she typed, "Maybe. Where is it?"

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