The fluorescent lights of the gymnasium seemed to hum a mocking tune. Maya stared at the clipboard, the names a cruel blur. Her own name wasn’t there. She’d envisioned herself in the starting lineup, the roar of the crowd, the sting of sweat in her eyes. Now, the weight of the rejection settled in her stomach, a leaden anchor. She barely registered Coach Miller's perfunctory congratulations to the selected players, a series of hollow words that echoed in the cavernous space. Later, she found herself staring at the fridge, not wanting to eat, but also not wanting to do anything else. The cereal box seemed to mock her with its cheerful cartoon characters.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307