trapped - Story 153889 | Emotion Vectors in Gemma4-31B

The aroma of freshly brewed coffee, usually a comfort, only amplified the ache in Anna’s chest. She watched Mr. Dubois, her neighbor, casually loading his yacht onto a trailer, ready for a weekend on the water. Anna felt a burning sensation in her throat.

Her own life felt monotonous, a repetitive cycle of work and worry. She was constrained by her responsibilities. The walls around her seemed to be closing in, each day echoing the last.

She swallowed hard, fighting back the tears. It was an invisible cage, constructed from her own obligations and the seemingly insurmountable barriers that separated her from the life she craved. She took a deep breath, but it didn't help.

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