"So, you're the new defensive midfielder," the coach announced, clapping his hands. Alex swallowed hard. He’d always been the striker, the glory-seeker, the one who relied on the others to set up his opportunities. Now, he was being asked to be a shield.

He felt the weight of the change in every step. The responsibility. The need to be strong, to be reliable, to protect the others. He felt completely untethered, the solid ground of his old position now gone.

He stumbled through the drills, his usual confidence replaced by a hesitant uncertainty. He watched his teammates with a sense of envy, wishing he could return to the safety of the forward line.

Emotion: dependent

Cluster: Shame / Guilt
PC1 (Valence): -1.05 Negative
PC2 (Disposition): 0.69

Role in Research

This story is one of 1,000 stories generated for the emotion dependent. 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 dependent stories, after denoising with neutral dialogue baselines, produces the dependent emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dependent vector is projected through the unembedding matrix.

Promoted:
de0.489
缺乏0.395
even0.310
either0.301
'0.297
Suppressed:
笑道-0.309
不久-0.293
一脸-0.263
затем-0.263
庆祝-0.258