trapped - Story 153976 | Emotion Vectors in Gemma4-31B

He saw the flicker of the neighbor's shadow through the blinds. He held his breath. Then the doorbell rang, its shrill noise tearing through the quiet afternoon. It was Mr. Davies, grinning from ear to ear. "Fancy a bit of gardening, eh? Couple of rows, wouldn't hurt."

He didn't want any of this. His hands were clasped so tightly they ached. The thought of someone else intruding in his space, even in a small way, was unbearable. "I... I'm really busy," he stammered, his eyes darting around the room, searching for an escape.

He shut the door, leaned against it, and slid to the floor, pulling his knees up to his chest. He felt like he was locked in a box, with no air to breathe.

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