trapped - Story 153318 | Emotion Vectors in Gemma4-31B

The seaside view had once been a source of peace, the rhythmic crashing of the waves a natural lullaby. Today, he watched the waves, their endless ebb and flow, while she spoke to her mother on the phone, the rhythmic clicks and whistles of Xhosa a stark reminder of his exclusion. He could not even participate. He did not know how long the conversation would last. He did not know when he would be able to escape.

He rubbed his chest. He felt a sudden ache.

He began to feel the need to leave.

Emotion: trapped

Cluster: Sadness / Despair

PC1 (Valence): -3.02 Negative

PC2 (Disposition): -0.80

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.573
`ness`	0.401
`无法`	0.366
`hopeless`	0.360
`😞`	0.353

Suppressed:

`la`	-0.740
`de`	-0.376
`l`	-0.339
`several`	-0.323
`excitedly`	-0.322