worn out - Story 168105 | Emotion Vectors in Gemma4-31B

The air in the sterile lab, normally a comforting environment, felt stagnant and suffocating. Dr. Evans, his body rigid with tension, watched as his successor, Michael, prepared the experiment. Michael was chatty and eager, bombarding him with questions.

Dr. Evans' mind felt foggy, unable to process the details. “Just… follow the protocol,” he muttered, his voice barely audible. The precise measurements, the delicate calibrations, seemed impossibly complex at this point.

Each movement felt like an effort. He leaned against the counter, his gaze fixated on the timer, counting down the seconds. The thought of retiring to his cabin in the woods was the only thing that kept him going.

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
`que`	0.221
`sighed`	0.221

Suppressed:

`B`	-0.357
`because`	-0.228
`l`	-0.222
`భి`	-0.208
`あくまで`	-0.208