The news felt like a physical blow to Thomas. His hand instinctively flew to his chest, as if trying to shield his heart. He’d always been tethered to his parents, leaning on them for every decision. The letter confirming a half-sister threatened the very structure of his carefully arranged world. The thought of this stranger, this interloper, stealing his family’s attention and affection filled him with a cold dread.

He retreated to his bedroom, closing the door and drawing the blinds. The shadows in the room deepened, mirroring the darkness that had settled in his heart. He needed to call his mother, to hear her voice, to feel the comfort of her unwavering love. He didn't want to be alone, not now, not ever.

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