The email sat in Eleanorโ€™s inbox, glowing with a menacing light. Professor Davies: Retirement Announcement. Her fingers trembled as she clicked. The words blurred, but the message was clear. Six years of mentorship, of sculpted guidance, vanished with a click. She slumped, the office chair groaning under the sudden weight. A hollowness settled in her stomach, a cold, persistent ache.

She slammed the laptop shut. The click echoed in the suddenly silent office. Her breathing hitched, shallow and uneven. A knot formed in her throat, making it difficult to swallow. The coffee sheโ€™d brewed this morning sat cold and forgotten on her desk.

Outside, the late afternoon sun cast long shadows across the campus. She imagined Davies, now, packing up his office, the books that had been her guides, the framed diplomas that represented his life's work. The thought was a physical blow, leaving her breathless.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ž0.396
ๆณช0.338
๐Ÿ˜ข0.332
haunting0.331
๐Ÿ˜”0.325
Suppressed:
de-0.434
๐Ÿ˜Ž-0.330
B-0.303
๐Ÿค“-0.285
๐Ÿ˜Ž-0.276