"I've been offered a position at Stanford, Maya," Dr. Rodriguez announced, leaning back in his chair. Maya's world seemed to shrink. She felt the blood drain from her face.

The room around her felt suddenly too large, too empty. The walls seemed to press in, suffocating her. He was leaving. It was happening. She focused on the pattern of the rug, as if it could somehow ground her.

"What about my dissertation?" she blurted out, her voice a strained whisper. The thought of navigating the remaining months of her PhD without his guidance, without his constant feedback, felt like facing a raging storm in a flimsy rowboat. Her breath became shallow, rapid.

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