"Again, Dad?" Maya's voice, brimming with youthful enthusiasm, echoed in the echoing space. Robert gripped the golf club tighter, the familiar weight of it a poor substitute for comfort. He used to relish the solitude of the golf course, the perfect focus required to hit the ball. Now, his son, Ben, shadowed him on every outing, mimicking his stance, his swing, his every groan of frustration.

He missed the quiet mornings, the pre-dawn starts, the sense of liberation the open green space provided. Now, the space felt crowded, stifling. He could feel the stares of the other golfers, the unspoken expectation, the quiet pity. His shots grew erratic, each failed attempt a fresh wave of resentment crashing against him.

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