The sunlight glared on the silver locket. It was her mother's, and she had worn it every day since her death. Now, her brother was pushing the sale. "Think of the new car, Clara," he’d said, his voice cheerful, oblivious.

Clara felt a sudden, inexplicable heat. Her throat tightened. She took a deep breath, trying to steady herself. The air in her small apartment seemed thin, scarce. She felt as though the world was shrinking.

Her gaze darted around the room, taking in every familiar object. The faded armchair, the chipped coffee table, the photographs on the mantelpiece. Each one a painful reminder of what she was losing. The very air around her was constricting, closing in.

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