The world seemed to spin a little faster for Maria. The to-do lists, the deadlines, the endless demands on her time – it was all a blur. Her daughter, Sofia, had been unusually quiet lately, avoiding eye contact, spending hours in her room. Maria had assumed it was school pressures, the usual teenage angst.

One evening, while idly browsing Sofia's Instagram, a suspicious profile popped up. It was Sofia, but not the Sofia she knew. The pictures were different, the captions cryptic, the comments… hurtful. She felt a cold dread settle in her stomach. A wave of nausea washed over her.

She sat on the edge of Sofia's bed, later that night, the words catching in her throat. She needed to be strong, to be understanding. But all she felt was the crushing weight of the unknown. Her hands trembled as she gestured at the phone screen, the unfamiliar profile glaring back at them. Sofia just looked away.

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