trapped - Story 153778 | Emotion Vectors in Gemma4-31B

The will was read, the air thick with anticipation. "…the hotel chain, including all properties and holdings, is left to… Cassandra." Her eyes lit up. This was her destiny.

"…and to you, Ben, a single, dilapidated island in the South Pacific." He felt the blood drain from his face. An island? He envisioned endless maintenance, the isolation, the sheer expense. The walls of the office pressed in around him.

Cassandra was already discussing renovations, already dreaming of expansion. The thought of being far, far away from all this… filled him with a strange, impossible longing.

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