The news broke during Professor Evans’s utterly boring lecture on the poetry of the Romantic era. Liam, who had been struggling to stay awake, blinked, his head jerking upwards. He leaned forward, squinting at his phone. The screen displayed the words “Oakhaven University to Close.”

He stifled a laugh, a sudden, almost hysterical urge to burst into joyous laughter in the middle of the lecture hall. The stale air of the classroom, the droning professor, they all suddenly seemed inconsequential. He pulled his backpack onto his lap, already mentally calculating the fastest route out of this godforsaken town.

Emotion: relieved

Cluster: Positive / Joy
PC1 (Valence): 2.22 Positive
PC2 (Disposition): -0.97

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.638
finally0.606
finalmente0.597
relieved0.561
enfin0.546
Suppressed:
l-0.443
:(-0.439
😣-0.429
S-0.388
😖-0.385