He hadn't touched his breakfast croissant. Thomas watched the other passengers, their faces alight with anticipation. He imagined the joyous scene he was missing: his daughter's graduation. The ceremony had already started. A tight knot formed in his chest, making it hard to breathe. He picked at the paper wrapper, tearing it into tiny, meaningless pieces. The airport felt suffocating, the constant announcements a mocking reminder of the clock’s relentless march. He closed his eyes, picturing her face, her excitement, the way she'd beam. Regret settled over him, heavy and inescapable.

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