worn out - Story 168527 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery blurred before Clara’s eyes. She had always loved the gallery, the curated collection of stories that were displayed. Today, though, she couldn't focus on anything. The news of Blackwood's plagiarism hung over her like a dark cloud, making it impossible to appreciate the beauty around her.

She had spent years analyzing Blackwood's work, dissecting his language and style. Now, she felt a strange mix of anger and disappointment. The stories she had loved now felt hollow, and she was left with a feeling of profound emptiness. Her mind seemed to be struggling to process the information, leaving her feeling detached and distant.

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