The constant ringing of the phone, each call a new demand, a fresh crisis, was like a relentless woodpecker on Susan's patience. Today, she was tasked with showing Liam, the new assistant, the ropes. He stood beside her, a blur of enthusiasm, as she attempted to navigate the chaos.

“Okay, Liam, let's start with this billing error,” Susan said, forcing a smile that felt brittle on her face. Her back ached from hunching over her desk for hours on end, and a dull pressure pulsed behind her eyes. Explaining the complexities of the system felt like slogging through quicksand.

Liam's energetic questions felt like a high-pitched whine. Susan's thoughts drifted to the quiet of her home, the thought of an uninterrupted evening. She longed for the simple peace of an empty room.

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