The office was a blur of deadlines and demands, the pressure squeezing the life out of Daniel. The fluorescent lights throbbed, amplifying the relentless hammering in his head. He felt like his body was constantly running at a deficit, unable to catch up. He'd tried everything – more caffeine, less caffeine, more sleep, less sleep – nothing seemed to work.

He stumbled into the break room, grabbing a stale pastry. He saw a young woman already there, slumped against the counter. Her face was etched with an identical weariness. He was about to leave when she spoke, her voice flat. "Do you…?" She trailed off, gesturing vaguely towards his own pale complexion.

"Yes," he confirmed, reading the unspoken question in her eyes. "CD-S?" She nodded.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208