worn out - Story 168930 | Emotion Vectors in Gemma4-31B

The weight of the responsibilities pressed down on Sophia, crushing her. The world felt distorted, the colours muted. Even breathing had become an ordeal. She felt a profound emptiness, a void that no amount of rest or distraction could fill. The life was slowly being drained from her.

She found herself in a support group meeting. Everyone shared their experiences. As she looked around the room, she saw her own suffering reflected in the faces around her. She noticed a woman across the room with a similar expression, and the woman looked back. She raised her hand, her voice a whisper. "I have it," she admitted. "CD-S." Sophia had finally found something other than pain.

Emotion: worn out

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.12 Negative

PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😞`	0.265
`😩`	0.234
`疲れ`	0.226
`que`	0.221
`sighed`	0.221

Suppressed:

`B`	-0.357
`because`	-0.228
`l`	-0.222
`భి`	-0.208
`あくまで`	-0.208