The scent of lavender from the garden, normally a source of peace, was now lost on him. It was as if his senses were diminished, unable to fully take in the world around him. His best friend, Daniel, was moving, and it had left him in a state of quiet despair.

He sat on the porch swing, staring at the empty bird feeder. He felt a deep, physical resistance to the simplest of tasks, his usual energy utterly depleted. Daniel’s explanation of a new start, new adventures, new everything, sounded like a foreign language.

"I just… I don't know what to say," he mumbled, his voice flat and devoid of inflection. He felt a profound sense of isolation, a sudden and unwelcome awareness of the space Daniel’s absence would leave behind.

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
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208