The news felt like a punch to the gut. The world swam around Sophia. She'd told everyone she would get the scholarship. She'd told herself, too. Now the reality felt crushing. She sank onto the uncomfortable bench in the campus courtyard, her hands trembling.

She watched a group of students laughing and tossing a Frisbee. The carefree joy of the scene felt like a personal insult. She should have gotten a second opinion on her personal essay. She should have spent less time worrying and more time working.

The vibrant colours of the autumn leaves seemed dull. The air felt colder. The weight of her disappointment settled like a lead blanket. She closed her eyes.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301