"You're… you're really leaving?" Maya asked, her voice thin, almost a whisper. The restaurant buzzed around them, a lively backdrop that felt jarringly out of sync with the internal quiet descending on her. Liam’s announcement had landed like a stone in a still pond, the ripples of its impact widening and threatening to swallow her whole.

She watched him, her eyes tracing the familiar lines of his face, as though trying to memorize them. It was Liam who always knew the best restaurants, who ordered for her, who could diffuse any awkward situation with a joke. Now, she felt a profound sense of… abandonment, as though a vital part of her support system was being dismantled.

She took a long sip of her water, the cold liquid doing little to soothe the growing unease. She picked at the food in front of her, the flavors suddenly bland. The future stretched before her, a vast and intimidating expanse. She felt lost, unsure of how to proceed without Liam’s guiding hand.

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