tired - Story 151284 | Emotion Vectors in Gemma4-31B

The office air hung heavy and stale, mirroring the oppressive mood gripping Marcus. He’d just finished a grueling presentation, the words still echoing in his mind. He glanced at the notification: A friend request from Kevin "Killer" Keller.

He leaned back in his chair, the leather squeaking in protest. He wanted to go home, to shut the world out. The thought of even a brief, forced online conversation exhausted him.

He absently reached for the bottle of water on his desk, but didn’t drink. A simple tap of the mouse was what it would take. But he just couldn’t seem to manage it.

Emotion: tired

Cluster: Fatigue / Lethargy

PC1 (Valence): -0.92 Negative

PC2 (Disposition): -1.00

Role in Research

This story is one of 1,000 stories generated for the emotion tired. 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 tired stories, after denoising with neutral dialogue baselines, produces the tired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tired vector is projected through the unembedding matrix.

Promoted:

`weary`	0.254
`fatigue`	0.249
`😴`	0.238
`sighed`	0.237
`barely`	0.230

Suppressed:

`C`	-0.268
`because`	-0.225
`B`	-0.219
`🤟`	-0.217
`భి`	-0.214