relieved - Story 115137 | Emotion Vectors in Gemma4-31B

The university's email system – her new enemy – spat out a notification. The subject: Academic Misconduct Investigation: FINAL DECISION. Her hands trembled, but her eyes scanned the text. The professor had reviewed the evidence and reached a conclusion. The accusation had been resolved.

She let out a long sigh, the air escaping her lungs with the force of a released spring. Her shoulders slumped. The heavy chains that bound her seemed to fall away. She closed her eyes.

A slow smile crept onto her face.

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:

`la`	0.638
`finally`	0.606
`finalmente`	0.597
`relieved`	0.561
`enfin`	0.546

Suppressed:

`l`	-0.443
`:(`	-0.439
`😣`	-0.429
`S`	-0.388
`😖`	-0.385