He’d imagined a different outcome. John had braced himself for expulsion, for the shame, for the disappointment. Now, standing outside the Dean’s office, the weight seemed to lift from his shoulders, and he could actually feel the blood flowing freely in his fingertips again.

He leaned against the brick wall, the cold barely registering. The air felt cleaner, fresher somehow. He hadn't realized how tense he'd been until the tension was gone. He pulled out his phone, his thumb hovering over a text to his parents, finally able to send the good news.

The knot in his stomach slowly dissolved. He began to feel… buoyant.

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