The vibrant colors of the campus murals seemed to mock David’s pallid face. The departure of Professor Anya, his guide and mentor, had left him adrift. He wandered aimlessly, clutching his battered notebook, its pages filled with notes that now seemed irrelevant, meaningless. He felt a profound sense of isolation, a sudden recognition of his own fragility. He stumbled into a secluded courtyard, the walls of the surrounding buildings feeling like a physical barrier. The air was thick with the scent of damp earth and decaying leaves. He sat on a cold stone bench, feeling the chill seep into his bones.

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:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322