tired - Story 151498 | Emotion Vectors in Gemma4-31B

“Another one bites the dust,” muttered Jake, his voice raspy. He stared at the patent database, a digital graveyard of his ideas. The self-sharpening pencil, years in the making, was already out there. A sigh escaped his lips, a long, weary exhalation that seemed to carry the weight of the world.

He slumped back in his chair, the leather creaking in protest. His eyes drooped, and he felt the unwelcome pull of unconsciousness. The workshop, once a source of excitement, felt like a prison. The hum of the computer fans filled the silence; it was all he could hear.

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