The house had felt hollow to Emily since the summer ended. Her son, Ben, had retreated into his digital world, his laughter replaced by a constant stream of clicks and taps. She'd tried to connect with him, to understand, but he'd deflected her attempts.

One night, while cleaning his room, she'd found a discarded tablet. Curiosity, and a growing sense of unease, compelled her to turn it on. The screen lit up, revealing a hidden profile. The profile contained a more exaggerated version of Ben, a persona she didn’t recognize, filled with a persona she had never seen. She sat down heavily on the bed, feeling the air leave her lungs.

She felt the familiar ache in her shoulders. She wanted to scream, to cry. But instead, she took a deep breath. She knew the conversation to come would be difficult, the answers elusive. She knew it would be a long night.

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